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The Top 23 Python Gradient Open Source Projects

Open source projects categorized as Python Gradient
Lightgbm ⭐ 14,790
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
dependent packages 365total releases 29most recent commit 14 hours agopypi lightgbm} Downloads
Reinforcement Learning An Introduction ⭐ 11,471
Python Implementation of Reinforcement Learning: An Introduction
most recent commit a year ago
Catboost ⭐ 7,037
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
dependent packages 5total releases 59most recent commit 8 hours ago
Pytorch Cnn Visualizations ⭐ 6,883
Pytorch implementation of convolutional neural network visualization techniques
most recent commit 6 months ago
Nevergrad ⭐ 3,416
A Python toolbox for performing gradient-free optimization
dependent packages 13total releases 36most recent commit a month agopypi nevergrad} Downloads
Tensorforce ⭐ 3,231
Tensorforce: a TensorFlow library for applied reinforcement learning
total releases 24most recent commit 5 days ago
Pytorch Optimizer ⭐ 2,658
torch-optimizer -- collection of optimizers for Pytorch
dependent packages 23total releases 21most recent commit 2 months agopypi torch-optimizer} Downloads
Scikit Optimize ⭐ 2,539
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 133total releases 19most recent commit a month agopypi scikit-optimize} Downloads
Radam ⭐ 2,393
On the Variance of the Adaptive Learning Rate and Beyond
most recent commit 2 years ago
Seqgan ⭐ 1,801
Implementation of Sequence Generative Adversarial Nets with Policy Gradient
most recent commit 4 years ago
Rlpyt ⭐ 1,709
Reinforcement Learning in PyTorch
most recent commit 2 years ago
Longformer ⭐ 1,672
Longformer: The Long-Document Transformer
most recent commit 2 months ago
Gradify ⭐ 1,464
CSS gradient placeholders
most recent commit 8 years ago
Ngboost ⭐ 1,402
Natural Gradient Boosting for Probabilistic Prediction
dependent packages 5total releases 23most recent commit 10 days agopypi ngboost} Downloads
Pgportfolio ⭐ 1,386
PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).
most recent commit a year ago
Higher ⭐ 1,265
higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.
dependent packages 4total releases 2most recent commit a year agopypi higher} Downloads
Sam ⭐ 1,261
SAM: Sharpness-Aware Minimization (PyTorch)
most recent commit 2 months ago
Minpy ⭐ 1,123
NumPy interface with mixed backend execution
total releases 36most recent commit 5 years ago
Innvestigate ⭐ 1,108
A toolbox to iNNvestigate neural networks' predictions!
total releases 2most recent commit 5 days ago
Optax ⭐ 1,050
Optax is a gradient processing and optimization library for JAX.
dependent packages 54total releases 12most recent commit 5 days agopypi optax} Downloads
Keract ⭐ 1,000
Layers Outputs and Gradients in Keras. Made easy.
most recent commit 5 months ago
Gradient Free Optimizers ⭐ 991
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
dependent packages 2total releases 36most recent commit 5 days agopypi gradient-free-optimizers} Downloads
Tf Explain ⭐ 934
Interpretability Methods for tf.keras models with Tensorflow 2.x
dependent packages 6total releases 8most recent commit 9 months agopypi tf-explain} Downloads
The 10 Most Depended On Python Gradient Open Source Projects
Scikit Optimize ⭐ 2,539
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 133total releases 19latest release October 12, 2021most recent commit a month agopypi scikit-optimize} Downloads
Optax ⭐ 1,050
Optax is a gradient processing and optimization library for JAX.
dependent packages 54total releases 12latest release April 13, 2022most recent commit 5 days agopypi optax} Downloads
Numdifftools ⭐ 182
Solve automatic numerical differentiation problems in one or more variables.
dependent packages 50total releases 24latest release June 02, 2021most recent commit 5 months agopypi numdifftools} Downloads
Pytorch Optimizer ⭐ 2,658
torch-optimizer -- collection of optimizers for Pytorch
dependent packages 23total releases 21latest release October 31, 2021most recent commit 2 months agopypi torch-optimizer} Downloads
Nevergrad ⭐ 3,416
A Python toolbox for performing gradient-free optimization
dependent packages 13total releases 36latest release March 08, 2022most recent commit a month agopypi nevergrad} Downloads
Tf Explain ⭐ 934
Interpretability Methods for tf.keras models with Tensorflow 2.x
dependent packages 6total releases 8latest release November 18, 2021most recent commit 9 months agopypi tf-explain} Downloads
Ngboost ⭐ 1,402
Natural Gradient Boosting for Probabilistic Prediction
dependent packages 5total releases 23latest release July 30, 2021most recent commit 10 days agopypi ngboost} Downloads
The 10 Latest Releases In Python Gradient Open Source Projects
Optax ⭐ 1,050
Optax is a gradient processing and optimization library for JAX.
dependent packages 54total releases 12latest release April 13, 2022most recent commit 5 days agopypi optax} Downloads
Nevergrad ⭐ 3,416
A Python toolbox for performing gradient-free optimization
dependent packages 13total releases 36latest release March 08, 2022most recent commit a month agopypi nevergrad} Downloads
Backpack ⭐ 441
BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.
dependent packages 2total releases 8latest release February 15, 2022most recent commit 3 months agopypi backpack-for-pytorch} Downloads
Dreamerv2 ⭐ 700
Mastering Atari with Discrete World Models
total releases 23latest release December 14, 2021most recent commit 2 months ago
Tf Explain ⭐ 934
Interpretability Methods for tf.keras models with Tensorflow 2.x
dependent packages 6total releases 8latest release November 18, 2021most recent commit 9 months agopypi tf-explain} Downloads
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