Kohya_ss Colab точная настройка ошибки Jax/совместимости с факеломPython

Программы на Python
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Kohya_ss Colab точная настройка ошибки Jax/совместимости с факелом

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Блокнот тонкой настройки ранее работал с помощью !pip install "jax[cuda12_pip]==0.4.23" -f https://storage.googleapis.com/jax-rele ... eases.html
Теперь это больше не работает. Я записал выходные данные ячеек Colab, когда они работали, а когда нет.
Я подтвердил, что Colab сломал блокнот, так как при откате его с помощью Colab используйте резервный вариант. работает.
Вот требования (замороженные пакеты после применения исправления) сначала из рабочей версии, з а т е м и з с л о м а н н о й . < / p > < b r / > Р а б о т а е т : < / p > < b r / > < c o d e > C y t h o n = = 3 . 0 . 1 1 < b r / > F l a s k = = 2 . 2 . 5 < b r / > G D A L = = 3 . 6 . 4 < b r / > M a r k d o w n = = 3 . 7 < b r / > M a r k u p S a f e = = 2 . 1 . 5 < b r / > P y D r i v e = = 1 . 3 . 1 < b r / > P y D r i v e 2 = = 1 . 2 0 . 0 < b r / > P y J W T = = 2 . 9 . 0 < b r / > P y O p e n G L = = 3 . 1 . 7 < b r / > P y S o c k s = = 1 . 7 . 1 < b r / > P y Y A M L = = 6 . 0 . 2 < b r / > S Q L A l c h e m y = = 2 . 0 . 3 5 < b r / > S e n d 2 T r a s h = = 1 . 8 . 3 < b r / > S p h i n x = = 5 . 0 . 2 < b r / > S t r E n u m = = 0 . 4 . 1 5 < b r / > a b s l - p y = = 1 . 4 . 0 < b r / > a c c e l e r a t e = = 0 . 3 4 . 2 < b r / > a i o h a p p y e y e b a l l s = = 2 . 4 . 0 < b r / > a i o h t t p = = 3 . 1 0 . 5 < b r / > a i o s i g n a l = = 1 . 3 . 1 < b r / > a l a b a s t e r = = 0 . 7 . 1 6 < b r / > a l b u c o r e = = 0 . 0 . 1 6 < b r / > a l b u m e n t a t i o n s = = 1 . 4 . 1 5 < b r / > a l t a i r = = 4 . 2 . 2 < b r / > a n n o t a t e d - t y p e s = = 0 . 7 . 0 < b r / > a n y i o = = 3 . 7 . 1 < b r / > a r g o n 2 - c f f i = = 2 3 . 1 . 0 < b r / > a r g o n 2 - c f f i - b i n d i n g s = = 2 1 . 2 . 0 < b r / > a r r a y - r e c o r d = = 0 . 5 . 1 < b r / > a r v i z = = 0 . 1 9 . 0 < b r / > a s t r o p y = = 6 . 1 . 3 < b r / > a s t r o p y - i e r s - d a t a = = 0 . 2 0 2 4 . 9 . 1 6 . 0 . 3 2 . 2 1 < b r / > a s t u n p a r s e = = 1 . 6 . 3 < b r / > a s y n c - t i m e o u t = = 4 . 0 . 3 < b r / > a t p u b l i c = = 4 . 1 . 0 < b r / > a t t r s = = 2 4 . 2 . 0 < b r / > a u d i o r e a d = = 3 . 0 . 1 < b r / > a u t o g r a d = = 1 . 7 . 0 < b r / > b a b e l = = 2 . 1 6 . 0 < b r / > b a c k c a l l = = 0 . 2 . 0 < b r / > b e a u t i f u l s o u p 4 = = 4 . 1 2 . 3 < b r / > b i d i c t = = 0 . 2 3 . 1 < b r / > b i g f r a m e s = = 1 . 1 7 . 0 < b r / > b i g q u e r y - m a g i c s = = 0 . 2 . 0 < b r / > b l e a c h = = 6 . 1 . 0 < b r / > b l i s = = 0 . 7 . 1 1 < b r / > b l o s c 2 = = 2 . 0 . 0 < b r / > b o k e h = = 3 . 4 . 3 < b r / > b q p l o t = = 0 . 1 2 . 4 3 < b r / > b r a n c a = = 0 . 7 . 2 < b r / > b u i l d = = 1 . 2 . 2 < b r / > c a c h e c o n t r o l = = 0 . 1 4 . 0 < b r / > c a c h e t o o l s = = 5 . 5 . 0 < b r / > c a t a l o g u e = = 2 . 0 . 1 0 < b r / > c e r t i f i = = 2 0 2 4 . 8 . 3 0 < b r / > c f f i = = 1 . 1 7 . 1 < b r / > c h a r d e t = = 5 . 2 . 0 < b r / > c h a r s e t - n o r m a l i z e r = = 3 . 3 . 2 < b r / > c h e x = = 0 . 1 . 8 6 < b r / > c l a r a b e l = = 0 . 9 . 0 < b r / > c l i c k = = 8 . 1 . 7 < b r / > c l o u d p a t h l i b = = 0 . 1 9 . 0 < b r / > c l o u d p i c k l e = = 2 . 2 . 1 < b r / > c m a k e = = 3 . 3 0 . 3 < b r / > c m d s t a n p y = = 1 . 2 . 4 < b r / > c o l o r c e t = = 3 . 1 . 0 < b r / > c o l o r l o v e r = = 0 . 3 . 0 < b r / > c o l o u r = = 0 . 1 . 5 < b r / > c o m m u n i t y = = 1 . 0 . 0 b 1 < b r / > c o n f e c t i o n = = 0 . 1 . 5 < b r / > c o n s = = 0 . 4 . 6 < b r / > c o n t e x t l i b 2 = = 2 1 . 6 . 0 < b r / > c o n t o u r p y = = 1 . 3 . 0 < b r / > c r y p t o g r a p h y = = 4 3 . 0 . 1 < b r / > c u d a - p y t h o n = = 1 2 . 2 . 1 < b r / > c u d f - c u 1 2 = = 2 4 . 4 . 1 < b r / > c u f f l i n k s = = 0 . 1 7 . 3 < b r / > c u p y - c u d a 1 2 x = = 1 2 . 2 . 0 < b r / > c v x o p t = = 1 . 3 . 2 < b r / > c v x p y = = 1 . 5 . 3 < b r / > c y c l e r = = 0 . 1 2 . 1 < b r / > c y m e m = = 2 . 0 . 8 < b r / > d a s k = = 2 0 2 4 . 8 . 0 < b r / > d a t a s c i e n c e = = 0 . 1 7 . 6 < b r / > d b - d t y p e s = = 1 . 3 . 0 < b r / > d e b u g p y = = 1 . 6 . 6 < b r / > d e c o r a t o r = = 4 . 4 . 2 < b r / > d e f u s e d x m l = = 0 . 7 . 1 < b r / > d i s t r i b u t e d = = 2 0 2 4 . 8 . 0 < b r / > d l i b = = 1 9 . 2 4 . 2 < b r / > d m - t r e e = = 0 . 1 . 8 < b r / > d o c s t r i n g - p a r s e r = = 0 . 1 6 < b r / > d o c u t i l s = = 0 . 1 8 . 1 < b r / > d o p a m i n e - r l = = 4 . 0 . 9 < b r / > d u c k d b = = 1 . 1 . 0 < b r / > e a r t h e n g i n e - a p i = = 1 . 0 . 0 < b r / > e a s y d i c t = = 1 . 1 3 < b r / > e c o s = = 2 . 0 . 1 4 < b r / > e d i t d i s t a n c e = = 0 . 8 . 1 < b r / > e e r e p r = = 0 . 0 . 4 < b r / > e i n o p s = = 0 . 8 . 0 < b r / > e n - c o r e - w e b - s m = = 3 . 7 . 1 < b r / > e n t r y p o i n t s = = 0 . 4 < b r / > e t - x m l f i l e = = 1 . 1 . 0 < b r / > e t i l s = = 1 . 9 . 4 < b r / > e t u p l e s = = 0 . 3 . 9 < b r / > e v a l - t y p e - b a c k p o r t = = 0 . 2 . 0 < b r / > e x c e p t i o n g r o u p = = 1 . 2 . 2 < b r / > f a s t a i = = 2 . 7 . 1 7 < b r / > f a s t c o r e = = 1 . 7 . 8 < b r / > f a s t d o w n l o a d = = 0 . 0 . 7 < b r / > f a s t j s o n s c h e m a = = 2 . 2 0 . 0 < b r / > f a s t p r o g r e s s = = 1 . 0 . 3 < b r / > f a s t r l o c k = = 0 . 8 . 2 < b r / > f i l e l o c k = = 3 . 1 6 . 1 < b r / > f i r e b a s e - a d m i n = = 6 . 5 . 0 < b r / > f l a t b u f f e r s = = 2 4 . 3 . 2 5 < b r / > f l a x = = 0 . 8 . 4 < b r / > f o l i u m = = 0 . 1 7 . 0 < b r / > f o n t t o o l s = = 4 . 5 3 . 1 < b r / > f r o z e n d i c t = = 2 . 4 . 4 < b r / > f r o z e n l i s t = = 1 . 4 . 1 < b r / > f s s p e c = = 2 0 2 4 . 6 . 1 < b r / > f u t u r e = = 1 . 0 . 0 < b r / > g a s t = = 0 . 6 . 0 < b r / > g c s f s = = 2 0 2 4 . 6 . 1 < b r / > g d o w n = = 5 . 2 . 0 < b r / > g e e m a p = = 0 . 3 4 . 2 < b r / > g e n s i m = = 4 . 3 . 3 < b r / > g e o c o d e r = = 1 . 3 8 . 1 < b r / > g e o g r a p h i c l i b = = 2 . 0 < b r / > g e o p a n d a s = = 1 . 0 . 1 < b r / > g e o p y = = 2 . 4 . 1 < b r / > g i n - c o n f i g = = 0 . 5 . 0 < b r / > g l o b 2 = = 0 . 7 < b r / > g o o g l e = = 2 . 0 . 3 < b r / > g o o g l e - a i - g e n e r a t i v e l a n g u a g e = = 0 . 6 . 6 < b r / > g o o g l e - a p i - c o r e = = 2 . 1 9 . 2 < b r / > g o o g l e - a p i - p y t h o n - c l i e n t = = 2 . 1 3 7 . 0 < b r / > g o o g l e - a u t h = = 2 . 2 7 . 0 < b r / > g o o g l e - a u t h - h t t p l i b 2 = = 0 . 2 . 0 < b r / > g o o g l e - a u t h - o a u t h l i b = = 1 . 2 . 1 < b r / > g o o g l e - c l o u d - a i p l a t f o r m = = 1 . 6 7 . 1 < b r / > g o o g l e - c l o u d - b i g q u e r y = = 3 . 2 5 . 0 < b r / > g o o g l e - c l o u d - b i g q u e r y - c o n n e c t i o n = = 1 . 1 5 . 5 < b r / > g o o g l e - c l o u d - b i g q u e r y - s t o r a g e = = 2 . 2 6 . 0 < b r / > g o o g l e - c l o u d - b i g t a b l e = = 2 . 2 6 . 0 < b r / > g o o g l e - c l o u d - c o r e = = 2 . 4 . 1 < b r / > g o o g l e - c l o u d - d a t a s t o r e = = 2 . 1 9 . 0 < b r / > g o o g l e - c l o u d - f i r e s t o r e = = 2 . 1 6 . 1 < b r / > g o o g l e - c l o u d - f u n c t i o n s = = 1 . 1 6 . 5 < b r / > g o o g l e - c l o u d - i a m = = 2 . 1 5 . 2 < b r / > g o o g l e - c l o u d - l a n g u a g e = = 2 . 1 3 . 4 < b r / > g o o g l e - c l o u d - p u b s u b = = 2 . 2 3 . 1 < b r / > g o o g l e - c l o u d - r e s o u r c e - m a n a g e r = = 1 . 1 2 . 5 < b r / > g o o g l e - c l o u d - s t o r a g e = = 2 . 8 . 0 < b r / > g o o g l e - c l o u d - t r a n s l a t e = = 3 . 1 5 . 5 < b r / > g o o g l e - c o l a b = = 1 . 0 . 0 < b r / > g o o g l e - c r c 3 2 c = = 1 . 6 . 0 < b r / > g o o g l e - g e n e r a t i v e a i = = 0 . 7 . 2 < b r / > g o o g l e - p a s t a = = 0 . 2 . 0 < b r / > g o o g l e - r e s u m a b l e - m e d i a = = 2 . 7 . 2 < b r / > g o o g l e a p i s - c o m m o n - p r o t o s = = 1 . 6 5 . 0 < b r / > g o o g l e d r i v e d o w n l o a d e r = = 0 . 4 < b r / > g r a p h v i z = = 0 . 2 0 . 3 < b r / > g r e e n l e t = = 3 . 1 . 0 < b r / > g r p c - g o o g l e - i a m - v 1 = = 0 . 1 3 . 1 < b r / > g r p c i o = = 1 . 6 4 . 1 < b r / > g r p c i o - s t a t u s = = 1 . 4 8 . 2 < b r / > g s p r e a d = = 6 . 0 . 2 < b r / > g s p r e a d - d a t a f r a m e = = 3 . 3 . 1 < b r / > g y m = = 0 . 2 5 . 2 < b r / > g y m - n o t i c e s = = 0 . 0 . 8 < b r / > h 5 n e t c d f = = 1 . 3 . 0 < b r / > h 5 p y = = 3 . 1 1 . 0 < b r / > h o l i d a y s = = 0 . 5 7 < b r / > h o l o v i e w s = = 1 . 1 9 . 1 < b r / > h t m l 5 l i b = = 1 . 1 < b r / > h t t p i m p o r t = = 1 . 4 . 0 < b r / > h t t p l i b 2 = = 0 . 2 2 . 0 < b r / > h u g g i n g f a c e - h u b = = 0 . 2 4 . 7 < b r / > h u m a n i z e = = 4 . 1 0 . 0 < b r / > h y p e r o p t = = 0 . 2 . 7 < b r / > i b i s - f r a m e w o r k = = 8 . 0 . 0 < b r / > i d n a = = 3 . 1 0 < b r / > i m a g e i o = = 2 . 3 5 . 1 < b r / > i m a g e i o - f f m p e g = = 0 . 5 . 1 < b r / > i m a g e s i z e = = 1 . 4 . 1 < b r / > i m b a l a n c e d - l e a r n = = 0 . 1 2 . 3 < b r / > i m g a u g = = 0 . 4 . 0 < b r / > i m m u t a b l e d i c t = = 4 . 2 . 0 < b r / > i m p o r t l i b - m e t a d a t a = = 8 . 5 . 0 < b r / > i m p o r t l i b - r e s o u r c e s = = 6 . 4 . 5 < b r / > i m u t i l s = = 0 . 5 . 4 < b r / > i n f l e c t = = 7 . 4 . 0 < b r / > i n i c o n f i g = = 2 . 0 . 0 < b r / > i n t e l - c m p l r - l i b - u r = = 2 0 2 4 . 2 . 1 < b r / > i n t e l - o p e n m p = = 2 0 2 4 . 2 . 1 < b r / > i p y e v e n t s = = 2 . 0 . 2 < b r / > i p y f i l e c h o o s e r = = 0 . 6 . 0 < b r / > i p y k e r n e l = = 5 . 5 . 6 < b r / > i p y l e a f l e t = = 0 . 1 9 . 2 < b r / > i p y p a r a l l e l = = 8 . 8 . 0 < b r / > i p y t h o n = = 7 . 3 4 . 0 < b r / > i p y t h o n - g e n u t i l s = = 0 . 2 . 0 < b r / > i p y t h o n - s q l = = 0 . 5 . 0 < b r / > i p y t r e e = = 0 . 2 . 2 < b r / > i p y w i d g e t s = = 7 . 7 . 1 < b r / > i t s d a n g e r o u s = = 2 . 2 . 0 < b r / > j a x = = 0 . 4 . 2 6 < b r / > j a x l i b = = 0 . 4 . 2 6 + c u d a 1 2 . c u d n n 8 9 < b r / > j e l l y f i s h = = 1 . 1 . 0 < b r / > j i e b a = = 0 . 4 2 . 1 < b r / > j i n j a 2 = = 3 . 1 . 4 < b r / > j o b l i b = = 1 . 4 . 2 < b r / > j s o n p i c k l e = = 3 . 3 . 0 < b r / > j s o n s c h e m a = = 4 . 2 3 . 0 < b r / > j s o n s c h e m a - s p e c i f i c a t i o n s = = 2 0 2 3 . 1 2 . 1 < b r / > j u p y t e r - c l i e n t = = 6 . 1 . 1 2 < b r / > j u p y t e r - c o n s o l e = = 6 . 1 . 0 < b r / > j u p y t e r - c o r e = = 5 . 7 . 2 < b r / > j u p y t e r - l e a f l e t = = 0 . 1 9 . 2 < b r / > j u p y t e r - s e r v e r = = 1 . 2 4 . 0 < b r / > j u p y t e r l a b - p y g m e n t s = = 0 . 3 . 0 < b r / > j u p y t e r l a b - w i d g e t s = = 3 . 0 . 1 3 < b r / > k a g g l e = = 1 . 6 . 1 7 < b r / > k a g g l e h u b = = 0 . 3 . 0 < b r / > k e r a s = = 3 . 4 . 1 < b r / > k i w i s o l v e r = = 1 . 4 . 7 < b r / > l a n g c o d e s = = 3 . 4 . 0 < b r / > l a n g u a g e - d a t a = = 1 . 2 . 0 < b r / > l a z y - l o a d e r = = 0 . 4 < b r / > l i b c l a n g = = 1 8 . 1 . 1 < b r / > l i b r o s a = = 0 . 1 0 . 2 . p o s t 1 < b r / > l i g h t g b m = = 4 . 5 . 0 < b r / > l i n k i f y - i t - p y = = 2 . 0 . 3 < b r / > l l v m l i t e = = 0 . 4 3 . 0 < b r / > l o c k e t = = 1 . 0 . 0 < b r / > l o g i c a l - u n i f i c a t i o n = = 0 . 4 . 6 < b r / > l x m l = = 4 . 9 . 4 < b r / > m a r i s a - t r i e = = 1 . 2 . 0 < b r / > m a r k d o w n - i t - p y = = 3 . 0 . 0 < b r / > m a t p l o t l i b = = 3 . 7 . 1 < b r / > m a t p l o t l i b - i n l i n e = = 0 . 1 . 7 < b r / > m a t p l o t l i b - v e n n = = 1 . 1 . 1 < b r / > m d i t - p y - p l u g i n s = = 0 . 4 . 2 < b r / > m d u r l = = 0 . 1 . 2 < b r / > m i n i K a n r e n = = 1 . 0 . 3 < b r / > m i s s i n g n o = = 0 . 5 . 2 < b r / > m i s t u n e = = 0 . 8 . 4 < b r / > m i z a n i = = 0 . 1 1 . 4 < b r / > m k l = = 2 0 2 4 . 2 . 2 < b r / > m l - d t y p e s = = 0 . 4 . 1 < b r / > m l x t e n d = = 0 . 2 3 . 1 < b r / > m o r e - i t e r t o o l s = = 1 0 . 5 . 0 < b r / > m o v i e p y = = 1 . 0 . 3 < b r / > m p m a t h = = 1 . 3 . 0 < b r / > m s g p a c k = = 1 . 0 . 8 < b r / > m u l t i d i c t = = 6 . 1 . 0 < b r / > m u l t i p l e d i s p a t c h = = 1 . 0 . 0 < b r / > m u l t i t a s k i n g = = 0 . 0 . 1 1 < b r / > m u r m u r h a s h = = 1 . 0 . 1 0 < b r / > m u s i c 2 1 = = 9 . 1 . 0 < b r / > n a m e x = = 0 . 0 . 8 < b r / > n a t s o r t = = 8 . 4 . 0 < b r / > n b c l a s s i c = = 1 . 1 . 0 < b r / > n b c l i e n t = = 0 . 1 0 . 0 < b r / > n b c o n v e r t = = 6 . 5 . 4 < b r / > n b f o r m a t = = 5 . 1 0 . 4 < b r / > n e s t - a s y n c i o = = 1 . 6 . 0 < b r / > n e t w o r k x = = 3 . 3 < b r / > n i b a b e l = = 5 . 2 . 1 < b r / > n l t k = = 3 . 8 . 1 < b r / > n o t e b o o k = = 6 . 5 . 5 < b r / > n o t e b o o k - s h i m = = 0 . 2 . 4 < b r / > n u m b a = = 0 . 6 0 . 0 < b r / > n u m e x p r = = 2 . 1 0 . 1 < b r / > n u m p y = = 1 . 2 6 . 4 < b r / > n v i d i a - n c c l - c u 1 2 = = 2 . 2 3 . 4 < b r / > n v t x = = 0 . 2 . 1 0 < b r / > o a u t h 2 c l i e n t = = 4 . 1 . 3 < b r / > o a u t h l i b = = 3 . 2 . 2 < b r / > o p e n c v - c o n t r i b - p y t h o n = = 4 . 1 0 . 0 . 8 4 < b r / > o p e n c v - p y t h o n = = 4 . 1 0 . 0 . 8 4 < b r / > o p e n c v - p y t h o n - h e a d l e s s = = 4 . 1 0 . 0 . 8 4 < b r / > o p e n p y x l = = 3 . 1 . 5 < b r / > o p t - e i n s u m = = 3 . 3 . 0 < b r / > o p t a x = = 0 . 2 . 2 < b r / > o p t r e e = = 0 . 1 2 . 1 < b r / > o r b a x - c h e c k p o i n t = = 0 . 6 . 4 < b r / > o s q p = = 0 . 6 . 7 . p o s t 0 < b r / > p a c k a g i n g = = 2 4 . 1 < b r / > p a n d a s = = 2 . 1 . 4 < b r / > p a n d a s - d a t a r e a d e r = = 0 . 1 0 . 0 < b r / > p a n d a s - g b q = = 0 . 2 3 . 1 < b r / > p a n d a s - s t u b s = = 2 . 1 . 4 . 2 3 1 2 2 7 < b r / > p a n d o c f i l t e r s = = 1 . 5 . 1 < b r / > p a n e l = = 1 . 4 . 5 < b r / > p a r a m = = 2 . 1 . 1 < b r / > p a r s o = = 0 . 8 . 4 < b r / > p a r s y = = 2 . 1 < b r / > p a r t d = = 1 . 4 . 2 < b r / > p a t h l i b = = 1 . 0 . 1 < b r / > p a t s y = = 0 . 5 . 6 < b r / > p e e w e e = = 3 . 1 7 . 6 < b r / > p e x p e c t = = 4 . 9 . 0 < b r / > p i c k l e s h a r e = = 0 . 7 . 5 < b r / > p i l l o w = = 1 0 . 4 . 0 < b r / > p i p = = 2 4 . 1 . 2 < b r / > p i p - t o o l s = = 7 . 4 . 1 < b r / > p l a t f o r m d i r s = = 4 . 3 . 6 < b r / > p l o t l y = = 5 . 2 4 . 1 < b r / > p l o t n i n e = = 0 . 1 3 . 6 < b r / > p l u g g y = = 1 . 5 . 0 < b r / > p o l a r s = = 1 . 6 . 0 < b r / > p o o c h = = 1 . 8 . 2 < b r / > p o r t p i c k e r = = 1 . 5 . 2 < b r / > p r e f e t c h - g e n e r a t o r = = 1 . 0 . 3 < b r / > p r e s h e d = = 3 . 0 . 9 < b r / > p r e t t y t a b l e = = 3 . 1 1 . 0 < b r / > p r o g l o g = = 0 . 1 . 1 0 < b r / > p r o g r e s s b a r 2 = = 4 . 5 . 0 < b r / > p r o m e t h e u s - c l i e n t = = 0 . 2 0 . 0 < b r / > p r o m i s e = = 2 . 3 < b r / > p r o m p t - t o o l k i t = = 3 . 0 . 4 7 < b r / > p r o p h e t = = 1 . 1 . 5 < b r / > p r o t o - p l u s = = 1 . 2 4 . 0 < b r / > p r o t o b u f = = 3 . 2 0 . 3 < b r / > p s u t i l = = 5 . 9 . 5 < b r / > p s y c o p g 2 = = 2 . 9 . 9 < b r / > p t y p r o c e s s = = 0 . 7 . 0 < b r / > p y 4 j = = 0 . 1 0 . 9 . 7 < b r / > p y O p e n S S L = = 2 4 . 2 . 1 < b r / > p y - c p u i n f o = = 9 . 0 . 0 < b r / > p y a r r o w = = 1 4 . 0 . 2 < b r / > p y a r r o w - h o t f i x = = 0 . 6 < b r / > p y a s n 1 = = 0 . 6 . 1 < b r / > p y a s n 1 - m o d u l e s = = 0 . 4 . 1 < b r / > p y c o c o t o o l s = = 2 . 0 . 8 < b r / > p y c p a r s e r = = 2 . 2 2 < b r / > p y d a n t i c = = 2 . 9 . 2 < b r / > p y d a n t i c - c o r e = = 2 . 2 3 . 4 < b r / > p y d a t a - g o o g l e - a u t h = = 1 . 8 . 2 < b r / > p y d o t = = 3 . 0 . 1 < b r / > p y d o t - n g = = 2 . 0 . 0 < b r / > p y d o t p l u s = = 2 . 0 . 2 < b r / > p y e r f a = = 2 . 0 . 1 . 4 < b r / > p y g a m e = = 2 . 6 . 0 < b r / > p y g m e n t s = = 2 . 1 8 . 0 < b r / > p y m c = = 5 . 1 6 . 2 < b r / > p y m y s t e m 3 = = 0 . 2 . 0 < b r / > p y n v j i t l i n k - c u 1 2 = = 0 . 3 . 0 < b r / > p y o g r i o = = 0 . 9 . 0 < b r / > p y p a r s i n g = = 3 . 1 . 4 < b r / > p y p e r c l i p = = 1 . 9 . 0 < b r / > p y p r o j = = 3 . 6 . 1 < b r / > p y p r o j e c t - h o o k s = = 1 . 1 . 0 < b r / > p y s h p = = 2 . 3 . 1 < b r / > p y t e n s o r = = 2 . 2 5 . 4 < b r / > p y t e s t = = 7 . 4 . 4 < b r / > p y t h o n - a p t = = 2 . 4 . 0 < b r / > p y t h o n - b o x = = 7 . 2 . 0 < b r / > p y t h o n - d a t e u t i l = = 2 . 8 . 2 < b r / > p y t h o n - l o u v a i n = = 0 . 1 6 < b r / > p y t h o n - s l u g i f y = = 8 . 0 . 4 < b r / > p y t h o n - u t i l s = = 3 . 8 . 2 < b r / > p y t z = = 2 0 2 4 . 2 < b r / > p y v i z - c o m m s = = 3 . 0 . 3 < b r / > p y z m q = = 2 4 . 0 . 1 < b r / > q d l d l = = 0 . 1 . 7 . p o s t 4 < b r / > r a t e l i m = = 0 . 1 . 6 < b r / > r e f e r e n c i n g = = 0 . 3 5 . 1 < b r / > r e g e x = = 2 0 2 4 . 9 . 1 1 < b r / > r e q u e s t s = = 2 . 3 2 . 3 < b r / > r e q u e s t s - o a u t h l i b = = 1 . 3 . 1 < b r / > r e q u i r e m e n t s - p a r s e r = = 0 . 9 . 0 < b r / > r i c h = = 1 3 . 8 . 1 < b r / > r m m - c u 1 2 = = 2 4 . 4 . 0 < b r / > r p d s - p y = = 0 . 2 0 . 0 < b r / > r p y 2 = = 3 . 4 . 2 < b r / > r s a = = 4 . 9 < b r / > s a f e t e n s o r s = = 0 . 4 . 5 < b r / > s c i k i t - i m a g e = = 0 . 2 4 . 0 < b r / > s c i k i t - l e a r n = = 1 . 5 . 2 < b r / > s c i p y = = 1 . 1 3 . 1 < b r / > s c o o b y = = 0 . 1 0 . 0 < b r / > s c s = = 3 . 2 . 7 < b r / > s e a b o r n = = 0 . 1 3 . 1 < b r / > s e n t e n c e p i e c e = = 0 . 2 . 0 < b r / > s e t u p t o o l s = = 7 1 . 0 . 4 < b r / > s h a p e l y = = 2 . 0 . 6 < b r / > s h e l l i n g h a m = = 1 . 5 . 4 < b r / > s i m p l e - p a r s i n g = = 0 . 1 . 6 < b r / > s i x = = 1 . 1 6 . 0 < b r / > s k l e a r n - p a n d a s = = 2 . 2 . 0 < b r / > s m a r t - o p e n = = 7 . 0 . 4 < b r / > s n i f f i o = = 1 . 3 . 1 < b r / > s n o w b a l l s t e m m e r = = 2 . 2 . 0 < b r / > s o r t e d c o n t a i n e r s = = 2 . 4 . 0 < b r / > s o u n d f i l e = = 0 . 1 2 . 1 < b r / > s o u p s i e v e = = 2 . 6 < b r / > s o x r = = 0 . 5 . 0 . p o s t 1 < b r / > s p a c y = = 3 . 7 . 6 < b r / > s p a c y - l e g a c y = = 3 . 0 . 1 2 < b r / > s p a c y - l o g g e r s = = 1 . 0 . 5 < b r / > s p h i n x c o n t r i b - a p p l e h e l p = = 2 . 0 . 0 < b r / > s p h i n x c o n t r i b - d e v h e l p = = 2 . 0 . 0 < b r / > s p h i n x c o n t r i b - h t m l h e l p = = 2 . 1 . 0 < b r / > s p h i n x c o n t r i b - j s m a t h = = 1 . 0 . 1 < b r / > s p h i n x c o n t r i b - q t h e l p = = 2 . 0 . 0 < b r / > s p h i n x c o n t r i b - s e r i a l i z i n g h t m l = = 2 . 0 . 0 < b r / > s q l g l o t = = 2 0 . 1 1 . 0 < b r / > s q l p a r s e = = 0 . 5 . 1 < b r / > s r s l y = = 2 . 4 . 8 < b r / > s t a n i o = = 0 . 5 . 1 < b r / > s t a t s m o d e l s = = 0 . 1 4 . 3 < b r / > s y m p y = = 1 . 1 3 . 3 < b r / > t a b l e s = = 3 . 8 . 0 < b r / > t a b u l a t e = = 0 . 9 . 0 < b r / > t b b = = 2 0 2 1 . 1 3 . 1 < b r / > t b l i b = = 3 . 0 . 0 < b r / > t e n a c i t y = = 9 . 0 . 0 < b r / > t e n s o r b o a r d = = 2 . 1 7 . 0 < b r / > t e n s o r b o a r d - d a t a - s e r v e r = = 0 . 7 . 2 < b r / > t e n s o r f l o w = = 2 . 1 7 . 0 < b r / > t e n s o r f l o w - d a t a s e t s = = 4 . 9 . 6 < b r / > t e n s o r f l o w - h u b = = 0 . 1 6 . 1 < b r / > t e n s o r f l o w - i o - g c s - f i l e s y s t e m = = 0 . 3 7 . 1 < b r / > t e n s o r f l o w - m e t a d a t a = = 1 . 1 5 . 0 < b r / > t e n s o r f l o w - p r o b a b i l i t y = = 0 . 2 4 . 0 < b r / > t e n s o r s t o r e = = 0 . 1 . 6 5 < b r / > t e r m c o l o r = = 2 . 4 . 0 < b r / > t e r m i n a d o = = 0 . 1 8 . 1 < b r / > t e x t - u n i d e c o d e = = 1 . 3 < b r / > t e x t b l o b = = 0 . 1 7 . 1 < b r / > t f - k e r a s = = 2 . 1 7 . 0 < b r / > t f - s l i m = = 1 . 1 . 0 < b r / > t h i n c = = 8 . 2 . 5 < b r / > t h r e a d p o o l c t l = = 3 . 5 . 0 < b r / > t i f f f i l e = = 2 0 2 4 . 8 . 3 0 < b r / > t i n y c s s 2 = = 1 . 3 . 0 < b r / > t o k e n i z e r s = = 0 . 1 9 . 1 < b r / > t o m l = = 0 . 1 0 . 2 < b r / > t o m l i = = 2 . 0 . 1 < b r / > t o o l z = = 0 . 1 2 . 1 < b r / > t o r c h = = 2 . 4 . 1 + c u 1 2 1 < b r / > t o r c h a u d i o = = 2 . 4 . 1 + c u 1 2 1 < b r / > t o r c h s u m m a r y = = 1 . 5 . 1 < b r / > t o r c h v i s i o n = = 0 . 1 9 . 1 + c u 1 2 1 < b r / > t o r n a d o = = 6 . 3 . 3 < b r / > t q d m = = 4 . 6 6 . 5 < b r / > t r a i t l e t s = = 5 . 7 . 1 < b r / > t r a i t t y p e s = = 0 . 2 . 1 < b r / > t r a n s f o r m e r s = = 4 . 4 4 . 2 < b r / > t w e e p y = = 4 . 1 4 . 0 < b r / > t y p e g u a r d = = 4 . 3 . 0 < b r / > t y p e r = = 0 . 1 2 . 5 < b r / > t y p e s - p y t z = = 2 0 2 4 . 2 . 0 . 2 0 2 4 0 9 1 3 < b r / > t y p e s - s e t u p t o o l s = = 7 5 . 1 . 0 . 2 0 2 4 0 9 1 7 < b r / > t y p i n g - e x t e n s i o n s = = 4 . 1 2 . 2 < b r / > t z d a t a = = 2 0 2 4 . 1 < b r / > t z l o c a l = = 5 . 2 < b r / > u c - m i c r o - p y = = 1 . 0 . 3 < b r / > u r i t e m p l a t e = = 4 . 1 . 1 < b r / > u r l l i b 3 = = 2 . 2 . 3 < b r / > v e g a - d a t a s e t s = = 0 . 9 . 0 < b r / > w a s a b i = = 1 . 1 . 3 < b r / > w c w i d t h = = 0 . 2 . 1 3 < b r / > w e a s e l = = 0 . 4 . 1 < b r / > w e b c o l o r s = = 2 4 . 8 . 0 < b r / > w e b e n c o d i n g s = = 0 . 5 . 1 < b r / > w e b s o c k e t - c l i e n t = = 1 . 8 . 0 < b r / > w e r k z e u g = = 3 . 0 . 4 < b r / > w h e e l = = 0 . 4 4 . 0 < b r / > w i d g e t s n b e x t e n s i o n = = 3 . 6 . 9 < b r / > w o r d c l o u d = = 1 . 9 . 3 < b r / > w r a p t = = 1 . 1 6 . 0 < b r / > x a r r a y = = 2 0 2 4 . 9 . 0 < b r / > x a r r a y - e i n s t a t s = = 0 . 8 . 0 < b r / > x g b o o s t = = 2 . 1 . 1 < b r / > x l r d = = 2 . 0 . 1 < b r / > x y z s e r v i c e s = = 2 0 2 4 . 9 . 0 < b r / > y a r l = = 1 . 1 1 . 1 < b r / > y e l l o w b r i c k = = 1 . 5 < b r / > y f i n a n c e = = 0 . 2 . 4 3 < b r / > z i c t = = 3 . 0 . 0 < b r / > z i p p = = 3 . 2 0 . 2 < b r / > P y G O b j e c t = = 3 . 4 2 . 1 < b r / > S e c r e t S t o r a g e = = 3 . 3 . 1 < b r / > b l i n k e r = = 1 . 4 < b r / > d b u s - p y t h o n = = 1 . 2 . 1 8 < b r / > d i s t r o = = 1 . 7 . 0 < b r / > j e e p n e y = = 0 . 7 . 1 < b r / > k e y r i n g = = 2 3 . 5 . 0 < b r / > l a u n c h p a d l i b = = 1 . 1 0 . 1 6 < b r / > l a z r . r e s t f u l c l i e n t = = 0 . 1 4 . 4 < b r / > l a z r . u r i = = 1 . 0 . 6 < b r / > w a d l l i b = = 1 . 3 . 6 < b r / > a u t o c o m m a n d = = 2 . 2 . 2 < b r / > b a c k p o r t s . t a r f i l e = = 1 . 2 . 0 < b r / > j a r a c o . c o n t e x t = = 5 . 3 . 0 < b r / > j a r a c o . f u n c t o o l s = = 4 . 0 . 1 < b r / > j a r a c o . t e x t = = 3 . 1 2 . 1 < b r / > o r d e r e d - s e t = = 4 . 1 . 0 < b r / > < / к о д > < b r / > < s t r o n g > Н е р а б о т а е т : < / s t r o n g > < / p > < b r / > < c o d e > C y t h o n = = 3 . 0 . 1 1 < b r / > F l a s k = = 2 . 2 . 5 < b r / > G D A L = = 3 . 6 . 4 < b r / > M a r k d o w n = = 3 . 7 < b r / > M a r k u p S a f e = = 2 . 1 . 5 < b r / > P y D r i v e = = 1 . 3 . 1 < b r / > P y D r i v e 2 = = 1 . 2 0 . 0 < b r / > P y J W T = = 2 . 9 . 0 < b r / > P y O p e n G L = = 3 . 1 . 7 < b r / > P y S o c k s = = 1 . 7 . 1 < b r / > P y Y A M L = = 6 . 0 . 2 < b r / > S Q L A l c h e m y = = 2 . 0 . 3 5 < b r / > S e n d 2 T r a s h = = 1 . 8 . 3 < b r / > S p h i n x = = 5 . 0 . 2 < b r / > S t r E n u m = = 0 . 4 . 1 5 < b r / > a b s l - p y = = 1 . 4 . 0 < b r / > a c c e l e r a t e = = 0 . 3 4 . 2 < b r / > a i o h a p p y e y e b a l l s = = 2 . 4 . 0 < b r / > a i o h t t p = = 3 . 1 0 . 5 < b r / > a i o s i g n a l = = 1 . 3 . 1 < b r / > a l a b a s t e r = = 0 . 7 . 1 6 < b r / > a l b u c o r e = = 0 . 0 . 1 6 < b r / > a l b u m e n t a t i o n s = = 1 . 4 . 1 5 < b r / > a l t a i r = = 4 . 2 . 2 < b r / > a n n o t a t e d - t y p e s = = 0 . 7 . 0 < b r / > a n y i o = = 3 . 7 . 1 < b r / > a r g o n 2 - c f f i = = 2 3 . 1 . 0 < b r / > a r g o n 2 - c f f i - b i n d i n g s = = 2 1 . 2 . 0 < b r / > a r r a y - r e c o r d = = 0 . 5 . 1 < b r / > a r v i z = = 0 . 1 9 . 0 < b r / > a s t r o p y = = 6 . 1 . 3 < b r / > a s t r o p y - i e r s - d a t a = = 0 . 2 0 2 4 . 9 . 1 6 . 0 . 3 2 . 2 1 < b r / > a s t u n p a r s e = = 1 . 6 . 3 < b r / > a s y n c - t i m e o u t = = 4 . 0 . 3 < b r / > a t p u b l i c = = 4 . 1 . 0 < b r / > a t t r s = = 2 4 . 2 . 0 < b r / > a u d i o r e a d = = 3 . 0 . 1 < b r / > a u t o g r a d = = 1 . 7 . 0 < b r / > b a b e l = = 2 . 1 6 . 0 < b r / > b a c k c a l l = = 0 . 2 . 0 < b r / > b e a u t i f u l s o u p 4 = = 4 . 1 2 . 3 < b r / > b i g f r a m e s = = 1 . 1 8 . 0 < b r / > b i g q u e r y - m a g i c s = = 0 . 2 . 0 < b r / > b l e a c h = = 6 . 1 . 0 < b r / > b l i s = = 0 . 7 . 1 1 < b r / > b l o s c 2 = = 2 . 0 . 0 < b r / > b o k e h = = 3 . 4 . 3 < b r / > b q p l o t = = 0 . 1 2 . 4 3 < b r / > b r a n c a = = 0 . 7 . 2 < b r / > b u i l d = = 1 . 2 . 2 < b r / > c a c h e c o n t r o l = = 0 . 1 4 . 0 < b r / > c a c h e t o o l s = = 5 . 5 . 0 < b r / > c a t a l o g u e = = 2 . 0 . 1 0 < b r / > c e r t i f i = = 2 0 2 4 . 8 . 3 0 < b r / > c f f i = = 1 . 1 7 . 1 < b r / > c h a r d e t = = 5 . 2 . 0 < b r / > c h a r s e t - n o r m a l i z e r = = 3 . 3 . 2 < b r / > c h e x = = 0 . 1 . 8 6 < b r / > c l a r a b e l = = 0 . 9 . 0 < b r / > c l i c k = = 8 . 1 . 7 < b r / > c l o u d p a t h l i b = = 0 . 1 9 . 0 < b r / > c l o u d p i c k l e = = 2 . 2 . 1 < b r / > c m a k e = = 3 . 3 0 . 3 < b r / > c m d s t a n p y = = 1 . 2 . 4 < b r / > c o l o r c e t = = 3 . 1 . 0 < b r / > c o l o r l o v e r = = 0 . 3 . 0 < b r / > c o l o u r = = 0 . 1 . 5 < b r / > c o m m u n i t y = = 1 . 0 . 0 b 1 < b r / > c o n f e c t i o n = = 0 . 1 . 5 < b r / > c o n s = = 0 . 4 . 6 < b r / > c o n t e x t l i b 2 = = 2 1 . 6 . 0 < b r / > c o n t o u r p y = = 1 . 3 . 0 < b r / > c r y p t o g r a p h y = = 4 3 . 0 . 1 < b r / > c u d a - p y t h o n = = 1 2 . 2 . 1 < b r / > c u d f - c u 1 2 = = 2 4 . 4 . 1 < b r / > c u f f l i n k s = = 0 . 1 7 . 3 < b r / > c u p y - c u d a 1 2 x = = 1 2 . 2 . 0 < b r / > c v x o p t = = 1 . 3 . 2 < b r / > c v x p y = = 1 . 5 . 3 < b r / > c y c l e r = = 0 . 1 2 . 1 < b r / > c y m e m = = 2 . 0 . 8 < b r / > d a s k = = 2 0 2 4 . 8 . 0 < b r / > d a t a s c i e n c e = = 0 . 1 7 . 6 < b r / > d b - d t y p e s = = 1 . 3 . 0 < b r / > d e b u g p y = = 1 . 6 . 6 < b r / > d e c o r a t o r = = 4 . 4 . 2 < b r / > d e f u s e d x m l = = 0 . 7 . 1 < b r / > d i s t r i b u t e d = = 2 0 2 4 . 8 . 0 < b r / > d l i b = = 1 9 . 2 4 . 2 < b r / > d m - t r e e = = 0 . 1 . 8 < b r / > d o c s t r i n g - p a r s e r = = 0 . 1 6 < b r / > d o c u t i l s = = 0 . 1 8 . 1 < b r / > d o p a m i n e - r l = = 4 . 0 . 9 < b r / > d u c k d b = = 1 . 1 . 0 < b r / > e a r t h e n g i n e - a p i = = 1 . 0 . 0 < b r / > e a s y d i c t = = 1 . 1 3 < b r / > e c o s = = 2 . 0 . 1 4 < b r / > e d i t d i s t a n c e = = 0 . 8 . 1 < b r / > e e r e p r = = 0 . 0 . 4 < b r / > e i n o p s = = 0 . 8 . 0 < b r / > e n - c o r e - w e b - s m = = 3 . 7 . 1 < b r / > e n t r y p o i n t s = = 0 . 4 < b r / > e t - x m l f i l e = = 1 . 1 . 0 < b r / > e t i l s = = 1 . 9 . 4 < b r / > e t u p l e s = = 0 . 3 . 9 < b r / > e v a l - t y p e - b a c k p o r t = = 0 . 2 . 0 < b r / > e x c e p t i o n g r o u p = = 1 . 2 . 2 < b r / > f a s t a i = = 2 . 7 . 1 7 < b r / > f a s t c o r e = = 1 . 7 . 8 < b r / > f a s t d o w n l o a d = = 0 . 0 . 7 < b r / > f a s t j s o n s c h e m a = = 2 . 2 0 . 0 < b r / > f a s t p r o g r e s s = = 1 . 0 . 3 < b r / > f a s t r l o c k = = 0 . 8 . 2 < b r / > f i l e l o c k = = 3 . 1 6 . 1 < b r / > f i r e b a s e - a d m i n = = 6 . 5 . 0 < b r / > f l a t b u f f e r s = = 2 4 . 3 . 2 5 < b r / > f l a x = = 0 . 8 . 5 < b r / > f o l i u m = = 0 . 1 7 . 0 < b r / > f o n t t o o l s = = 4 . 5 3 . 1 < b r / > f r o z e n d i c t = = 2 . 4 . 4 < b r / > f r o z e n l i s t = = 1 . 4 . 1 < b r / > f s s p e c = = 2 0 2 4 . 6 . 1 < b r / > f u t u r e = = 1 . 0 . 0 < b r / > g a s t = = 0 . 6 . 0 < b r / > g c s f s = = 2 0 2 4 . 6 . 1 < b r / > g d o w n = = 5 . 2 . 0 < b r / > g e e m a p = = 0 . 3 4 . 3 < b r / > g e n s i m = = 4 . 3 . 3 < b r / > g e o c o d e r = = 1 . 3 8 . 1 < b r / > g e o g r a p h i c l i b = = 2 . 0 < b r / > g e o p a n d a s = = 1 . 0 . 1 < b r / > g e o p y = = 2 . 4 . 1 < b r / > g i n - c o n f i g = = 0 . 5 . 0 < b r / > g l o b 2 = = 0 . 7 < b r / > g o o g l e = = 2 . 0 . 3 < b r / > g o o g l e - a i - g e n e r a t i v e l a n g u a g e = = 0 . 6 . 6 < b r / > g o o g l e - a p i - c o r e = = 2 . 1 9 . 2 < b r / > g o o g l e - a p i - p y t h o n - c l i e n t = = 2 . 1 3 7 . 0 < b r / > g o o g l e - a u t h = = 2 . 2 7 . 0 < b r / > g o o g l e - a u t h - h t t p l i b 2 = = 0 . 2 . 0 < b r / > g o o g l e - a u t h - o a u t h l i b = = 1 . 2 . 1 < b r / > g o o g l e - c l o u d - a i p l a t f o r m = = 1 . 6 7 . 1 < b r / > g o o g l e - c l o u d - b i g q u e r y = = 3 . 2 5 . 0 < b r / > g o o g l e - c l o u d - b i g q u e r y - c o n n e c t i o n = = 1 . 1 5 . 5 < b r / > g o o g l e - c l o u d - b i g q u e r y - s t o r a g e = = 2 . 2 6 . 0 < b r / > g o o g l e - c l o u d - b i g t a b l e = = 2 . 2 6 . 0 < b r / > g o o g l e - c l o u d - c o r e = = 2 . 4 . 1 < b r / > g o o g l e - c l o u d - d a t a s t o r e = = 2 . 1 9 . 0 < b r / > g o o g l e - c l o u d - f i r e s t o r e = = 2 . 1 6 . 1 < b r / > g o o g l e - c l o u d - f u n c t i o n s = = 1 . 1 6 . 5 < b r / > g o o g l e - c l o u d - i a m = = 2 . 1 5 . 2 < b r / > g o o g l e - c l o u d - l a n g u a g e = = 2 . 1 3 . 4 < b r / > g o o g l e - c l o u d - p u b s u b = = 2 . 2 3 . 1 < b r / > g o o g l e - c l o u d - r e s o u r c e - m a n a g e r = = 1 . 1 2 . 5 < b r / > g o o g l e - c l o u d - s t o r a g e = = 2 . 8 . 0 < b r / > g o o g l e - c l o u d - t r a n s l a t e = = 3 . 1 5 . 5 < b r / > g o o g l e - c o l a b = = 1 . 0 . 0 < b r / > g o o g l e - c r c 3 2 c = = 1 . 6 . 0 < b r / > g o o g l e - g e n e r a t i v e a i = = 0 . 7 . 2 < b r / > g o o g l e - p a s t a = = 0 . 2 . 0 < b r / > g o o g l e - r e s u m a b l e - m e d i a = = 2 . 7 . 2 < b r / > g o o g l e a p i s - c o m m o n - p r o t o s = = 1 . 6 5 . 0 < b r / > g o o g l e d r i v e d o w n l o a d e r = = 0 . 4 < b r / > g r a p h v i z = = 0 . 2 0 . 3 < b r / > g r e e n l e t = = 3 . 1 . 1 < b r / > g r p c - g o o g l e - i a m - v 1 = = 0 . 1 3 . 1 < b r / > g r p c i o = = 1 . 6 4 . 1 < b r / > g r p c i o - s t a t u s = = 1 . 4 8 . 2 < b r / > g s p r e a d = = 6 . 0 . 2 < b r / > g s p r e a d - d a t a f r a m e = = 3 . 3 . 1 < b r / > g y m = = 0 . 2 5 . 2 < b r / > g y m - n o t i c e s = = 0 . 0 . 8 < b r / > h 5 n e t c d f = = 1 . 3 . 0 < b r / > h 5 p y = = 3 . 1 1 . 0 < b r / > h o l i d a y s = = 0 . 5 7 < b r / > h o l o v i e w s = = 1 . 1 9 . 1 < b r / > h t m l 5 l i b = = 1 . 1 < b r / > h t t p i m p o r t = = 1 . 4 . 0 < b r / > h t t p l i b 2 = = 0 . 2 2 . 0 < b r / > h u g g i n g f a c e - h u b = = 0 . 2 4 . 7 < b r / > h u m a n i z e = = 4 . 1 0 . 0 < b r / > h y p e r o p t = = 0 . 2 . 7 < b r / > i b i s - f r a m e w o r k = = 9 . 2 . 0 < b r / > i d n a = = 3 . 1 0 < b r / > i m a g e i o = = 2 . 3 5 . 1 < b r / > i m a g e i o - f f m p e g = = 0 . 5 . 1 < b r / > i m a g e s i z e = = 1 . 4 . 1 < b r / > i m b a l a n c e d - l e a r n = = 0 . 1 2 . 3 < b r / > i m g a u g = = 0 . 4 . 0 < b r / > i m m u t a b l e d i c t = = 4 . 2 . 0 < b r / > i m p o r t l i b - m e t a d a t a = = 8 . 5 . 0 < b r / > i m p o r t l i b - r e s o u r c e s = = 6 . 4 . 5 < b r / > i m u t i l s = = 0 . 5 . 4 < b r / > i n f l e c t = = 7 . 4 . 0 < b r / > i n i c o n f i g = = 2 . 0 . 0 < b r / > i n t e l - c m p l r - l i b - u r = = 2 0 2 4 . 2 . 1 < b r / > i n t e l - o p e n m p = = 2 0 2 4 . 2 . 1 < b r / > i p y e v e n t s = = 2 . 0 . 2 < b r / > i p y f i l e c h o o s e r = = 0 . 6 . 0 < b r / > i p y k e r n e l = = 5 . 5 . 6 < b r / > i p y l e a f l e t = = 0 . 1 9 . 2 < b r / > i p y p a r a l l e l = = 8 . 8 . 0 < b r / > i p y t h o n = = 7 . 3 4 . 0 < b r / > i p y t h o n - g e n u t i l s = = 0 . 2 . 0 < b r / > i p y t h o n - s q l = = 0 . 5 . 0 < b r / > i p y t r e e = = 0 . 2 . 2 < b r / > i p y w i d g e t s = = 7 . 7 . 1 < b r / > i t s d a n g e r o u s = = 2 . 2 . 0 < b r / > j a x = = 0 . 4 . 3 3 < b r / > j a x - c u d a 1 2 - p j r t = = 0 . 4 . 3 3 < b r / > j a x - c u d a 1 2 - p l u g i n = = 0 . 4 . 3 3 < b r / > j a x l i b = = 0 . 4 . 3 3 < b r / > j e l l y f i s h = = 1 . 1 . 0 < b r / > j i e b a = = 0 . 4 2 . 1 < b r / > j i n j a 2 = = 3 . 1 . 4 < b r / > j o b l i b = = 1 . 4 . 2 < b r / > j s o n p i c k l e = = 3 . 3 . 0 < b r / > j s o n s c h e m a = = 4 . 2 3 . 0 < b r / > j s o n s c h e m a - s p e c i f i c a t i o n s = = 2 0 2 3 . 1 2 . 1 < b r / > j u p y t e r - c l i e n t = = 6 . 1 . 1 2 < b r / > j u p y t e r - c o n s o l e = = 6 . 1 . 0 < b r / > j u p y t e r - c o r e = = 5 . 7 . 2 < b r / > j u p y t e r - l e a f l e t = = 0 . 1 9 . 2 < b r / > j u p y t e r - s e r v e r = = 1 . 2 4 . 0 < b r / > j u p y t e r l a b - p y g m e n t s = = 0 . 3 . 0 < b r / > j u p y t e r l a b - w i d g e t s = = 3 . 0 . 1 3 < b r / > k a g g l e = = 1 . 6 . 1 7 < b r / > k a g g l e h u b = = 0 . 3 . 0 < b r / > k e r a s = = 3 . 4 . 1 < b r / > k i w i s o l v e r = = 1 . 4 . 7 < b r / > l a n g c o d e s = = 3 . 4 . 0 < b r / > l a n g u a g e - d a t a = = 1 . 2 . 0 < b r / > l a z y - l o a d e r = = 0 . 4 < b r / > l i b c l a n g = = 1 8 . 1 . 1 < b r / > l i b r o s a = = 0 . 1 0 . 2 . p o s t 1 < b r / > l i g h t g b m = = 4 . 5 . 0 < b r / > l i n k i f y - i t - p y = = 2 . 0 . 3 < b r / > l l v m l i t e = = 0 . 4 3 . 0 < b r / > l o c k e t = = 1 . 0 . 0 < b r / > l o g i c a l - u n i f i c a t i o n = = 0 . 4 . 6 < b r / > l x m l = = 4 . 9 . 4 < b r / > m a r i s a - t r i e = = 1 . 2 . 0 < b r / > m a r k d o w n - i t - p y = = 3 . 0 . 0 < b r / > m a t p l o t l i b = = 3 . 7 . 1 < b r / > m a t p l o t l i b - i n l i n e = = 0 . 1 . 7 < b r / > m a t p l o t l i b - v e n n = = 1 . 1 . 1 < b r / > m d i t - p y - p l u g i n s = = 0 . 4 . 2 < b r / > m d u r l = = 0 . 1 . 2 < b r / > m i n i K a n r e n = = 1 . 0 . 3 < b r / > m i s s i n g n o = = 0 . 5 . 2 < b r / > m i s t u n e = = 0 . 8 . 4 < b r / > m i z a n i = = 0 . 1 1 . 4 < b r / > m k l = = 2 0 2 4 . 2 . 2 < b r / > m l - d t y p e s = = 0 . 4 . 1 < b r / > m l x t e n d = = 0 . 2 3 . 1 < b r / > m o r e - i t e r t o o l s = = 1 0 . 5 . 0 < b r / > m o v i e p y = = 1 . 0 . 3 < b r / > m p m a t h = = 1 . 3 . 0 < b r / > m s g p a c k = = 1 . 0 . 8 < b r / > m u l t i d i c t = = 6 . 1 . 0 < b r / > m u l t i p l e d i s p a t c h = = 1 . 0 . 0 < b r / > m u l t i t a s k i n g = = 0 . 0 . 1 1 < b r / > m u r m u r h a s h = = 1 . 0 . 1 0 < b r / > m u s i c 2 1 = = 9 . 1 . 0 < b r / > n a m e x = = 0 . 0 . 8 < b r / > n a t s o r t = = 8 . 4 . 0 < b r / > n b c l a s s i c = = 1 . 1 . 0 < b r / > n b c l i e n t = = 0 . 1 0 . 0 < b r / > n b c o n v e r t = = 6 . 5 . 4 < b r / > n b f o r m a t = = 5 . 1 0 . 4 < b r / > n e s t - a s y n c i o = = 1 . 6 . 0 < b r / > n e t w o r k x = = 3 . 3 < b r / > n i b a b e l = = 5 . 2 . 1 < b r / > n l t k = = 3 . 8 . 1 < b r / > n o t e b o o k = = 6 . 5 . 5 < b r / > n o t e b o o k - s h i m = = 0 . 2 . 4 < b r / > n u m b a = = 0 . 6 0 . 0 < b r / > n u m e x p r = = 2 . 1 0 . 1 < b r / > n u m p y = = 1 . 2 6 . 4 < b r / > n v i d i a - c u b l a s - c u 1 2 = = 1 2 . 6 . 1 . 4 < b r / > n v i d i a - c u d a - c u p t i - c u 1 2 = = 1 2 . 6 . 6 8 < b r / > n v i d i a - c u d a - n v c c - c u 1 2 = = 1 2 . 6 . 6 8 < b r / > n v i d i a - c u d a - r u n t i m e - c u 1 2 = = 1 2 . 6 . 6 8 < b r / > n v i d i a - c u d n n - c u 1 2 = = 9 . 4 . 0 . 5 8 < b r / > n v i d i a - c u f f t - c u 1 2 = = 1 1 . 2 . 6 . 5 9 < b r / > n v i d i a - c u s o l v e r - c u 1 2 = = 1 1 . 6 . 4 . 6 9 < b r / > n v i d i a - c u s p a r s e - c u 1 2 = = 1 2 . 5 . 3 . 3 < b r / > n v i d i a - n c c l - c u 1 2 = = 2 . 2 3 . 4 < b r / > n v i d i a - n v j i t l i n k - c u 1 2 = = 1 2 . 6 . 6 8 < b r / > n v t x = = 0 . 2 . 1 0 < b r / > o a u t h 2 c l i e n t = = 4 . 1 . 3 < b r / > o a u t h l i b = = 3 . 2 . 2 < b r / > o p e n c v - c o n t r i b - p y t h o n = = 4 . 1 0 . 0 . 8 4 < b r / > o p e n c v - p y t h o n = = 4 . 1 0 . 0 . 8 4 < b r / > o p e n c v - p y t h o n - h e a d l e s s = = 4 . 1 0 . 0 . 8 4 < b r / > o p e n p y x l = = 3 . 1 . 5 < b r / > o p t - e i n s u m = = 3 . 3 . 0 < b r / > o p t a x = = 0 . 2 . 3 < b r / > o p t r e e = = 0 . 1 2 . 1 < b r / > o r b a x - c h e c k p o i n t==0.6.4
osqp==0.6.7.post0
packaging==24.1
pandas==2.1.4
pandas-datareader==0.10.0
pandas-gbq==0.23.1
pandas-stubs==2.1.4.231227
pandocfilters==1.5.1
panel==1.4.5
param==2.1.1
parso==0.8.4
parsy==2.1
partd==1.4.2
pathlib==1.0.1
patsy==0.5.6
peewee==3.17.6
pexpect==4.9.0
pickleshare==0.7.5
pillow==10.4.0
pip==24.1.2
pip-tools==7.4.1
platformdirs==4.3.6
plotly==5.24.1
plotnine==0.13.6
pluggy==1.5.0
polars==1.6.0
pooch==1.8.2
portpicker==1.5.2
prefetch-generator==1.0.3
preshed==3.0.9
prettytable==3.11.0
proglog==0.1.10
progressbar2==4.5.0
prometheus-client==0.21.0
promise==2.3
prompt-toolkit==3.0.47
prophet==1.1.5
proto-plus==1.24.0
protobuf==3.20.3
psutil==5.9.5
psycopg2==2.9.9
ptyprocess==0.7.0
py4j==0.10.9.7
pyOpenSSL==24.2.1
py-cpuinfo==9.0.0
pyarrow==14.0.2
pyarrow-hotfix==0.6
pyasn1==0.6.1
pyasn1-modules==0.4.1
pycocotools==2.0.8
pycparser==2.22
pydantic==2.9.2
pydantic-core==2.23.4
pydata-google-auth==1.8.2
pydot==3.0.1
pydot-ng==2.0.0
pydotplus==2.0.2
pyerfa==2.0.1.4
pygame==2.6.0
pygments==2.18.0
pymc==5.16.2
pymystem3==0.2.0
pynvjitlink-cu12==0.3.0
pyogrio==0.9.0
pyparsing==3.1.4
pyperclip==1.9.0
pyproj==3.6.1
pyproject-hooks==1.1.0
pyshp==2.3.1
pytensor==2.25.4
pytest==7.4.4
python-apt==2.4.0
python-box==7.2.0
python-dateutil==2.8.2
python-louvain==0.16
python-slugify==8.0.4
python-utils==3.8.2
pytz==2024.2
pyviz-comms==3.0.3
pyzmq==24.0.1
qdldl==0.1.7.post4
ratelim==0.1.6
referencing==0.35.1
regex==2024.9.11
requests==2.32.3
requests-oauthlib==1.3.1
requirements-parser==0.9.0
rich==13.8.1
rmm-cu12==24.4.0
rpds-py==0.20.0
rpy2==3.4.2
rsa==4.9
safetensors==0.4.5
scikit-image==0.24.0
scikit-learn==1.5.2
scipy==1.13.1
scooby==0.10.0
scs==3.2.7
seaborn==0.13.1
sentencepiece==0.2.0
setuptools==71.0.4
shapely==2.0.6
shellingham==1.5.4
simple-parsing==0.1.6
six==1.16.0
sklearn-pandas==2.2.0
smart-open==7.0.4
sniffio==1.3.1
snowballstemmer==2.2.0
sortedcontainers==2.4.0
soundfile==0.12.1
soupsieve==2.6
soxr==0.5.0.post1
spacy==3.7.6
spacy-legacy==3.0.12
spacy-loggers==1.0.5
sphinxcontrib-applehelp==2.0.0
sphinxcontrib-devhelp==2.0.0
sphinxcontrib-htmlhelp==2.1.0
sphinxcontrib-jsmath==1.0.1
sphinxcontrib-qthelp==2.0.0
sphinxcontrib-serializinghtml==2.0.0
sqlglot==25.1.0
sqlparse==0.5.1
srsly==2.4.8
stanio==0.5.1
statsmodels==0.14.3
sympy==1.13.3
tables==3.8.0
tabulate==0.9.0
tbb==2021.13.1
tblib==3.0.0
tenacity==9.0.0
tensorboard==2.17.0
tensorboard-data-server==0.7.2
tensorflow==2.17.0
tensorflow-datasets==4.9.6
tensorflow-hub==0.16.1
tensorflow-io-gcs-filesystem==0.37.1
tensorflow-metadata==1.15.0
tensorflow-probability==0.24.0
tensorstore==0.1.65
termcolor==2.4.0
terminado==0.18.1
text-unidecode==1.3
textblob==0.17.1
tf-keras==2.17.0
tf-slim==1.1.0
thinc==8.2.5
threadpoolctl==3.5.0
tifffile==2024.9.20
tinycss2==1.3.0
tokenizers==0.19.1
toml==0.10.2
tomli==2.0.1
toolz==0.12.1
torch==2.4.1+cu121
torchaudio==2.4.1+cu121
torchsummary==1.5.1
torchvision==0.19.1+cu121
tornado==6.3.3
tqdm==4.66.5
traitlets==5.7.1
traittypes==0.2.1
transformers==4.44.2
tweepy==4.14.0
typeguard==4.3.0
typer==0.12.5
types-pytz==2024.2.0.20240913
types-setuptools==75.1.0.20240917
typing-extensions==4.12.2
tzdata==2024.1
tzlocal==5.2
uc-micro-py==1.0.3
uritemplate==4.1.1
urllib3==2.2.3
vega-datasets==0.9.0
wasabi==1.1.3
wcwidth==0.2.13
weasel==0.4.1
webcolors==24.8.0
webencodings==0.5.1
websocket-client==1.8.0
werkzeug==3.0.4
wheel==0.44.0
widgetsnbextension==3.6.9
wordcloud==1.9.3
wrapt==1.16.0
xarray==2024.9.0
xarray-einstats==0.8.0
xgboost==2.1.1
xlrd==2.0.1
xyzservices==2024.9.0
yarl==1.11.1
yellowbrick==1.5
yfinance==0.2.43
zict==3.0.0
zipp==3.20.2
PyGObject==3.42.1
SecretStorage==3.3.1
blinker==1.4
dbus-python==1.2.18
distro==1.7.0
jeepney==0.7.1
keyring==23.5.0
launchpadlib==1.10.16
lazr.restfulclient==0.14.4
lazr.uri==1.0.6
wadllib==1.3.6
autocommand==2.2.2
backports.tarfile==1.2.0
jaraco.context==5.3.0
jaraco.functools==4.0.1
jaraco.text==3.12.1
ordered-set==4.1.0


Подробнее здесь: https://stackoverflow.com/questions/790 ... patibility

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