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The Top 276 Python Deep Learning Numpy Open Source Projects

Categories > Machine Learning > Deep Learning
Categories > Mathematics > Numpy
Pytorch ⭐ 56,053
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 262most recent commit 7 hours ago
Data Science Ipython Notebooks ⭐ 22,662
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
most recent commit 2 months ago
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit a month ago
Datasets ⭐ 13,364
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 184total releases 45most recent commit 2 days agopypi datasets} Downloads
Trax ⭐ 6,911
Trax — Deep Learning with Clear Code and Speed
total releases 24most recent commit 2 days ago
Chainer ⭐ 5,667
A flexible framework of neural networks for deep learning
total releases 17most recent commit 2 months ago
Einops ⭐ 4,730
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
dependent packages 195total releases 7most recent commit 2 months agopypi einops} Downloads
Megengine ⭐ 4,235
MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架
most recent commit 20 hours ago
Ai Learn ⭐ 3,947
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
most recent commit 2 years ago
Deep Learning From Scratch ⭐ 2,699
『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)
most recent commit a year ago
Machine_learning_complete ⭐ 2,431
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 5 days ago
Gluon Nlp ⭐ 2,390
NLP made easy
dependent packages 11total releases 26most recent commit 2 months agopypi gluonnlp} Downloads
Deeplearning ⭐ 2,347
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
most recent commit 2 years ago
Ivy ⭐ 1,630
The Unified Machine Learning Framework
dependent packages 6total releases 19most recent commit 8 hours agopypi ivy-core} Downloads
Keract ⭐ 980
Layers Outputs and Gradients in Keras. Made easy.
most recent commit 8 days ago
Geneticalgorithmpython ⭐ 838
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
dependent packages 3total releases 45most recent commit a month agopypi pygad} Downloads
Yolo Tf2 ⭐ 745
yolo(all versions) implementation in keras and tensorflow 2.x
most recent commit 8 days ago
Tensor Sensor ⭐ 634
The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.
total releases 37most recent commit a month ago
Phiflow ⭐ 602
A differentiable PDE solving framework for machine learning
total releases 20most recent commit 19 days ago
Kymatio ⭐ 508
Wavelet scattering transforms in Python with GPU acceleration
total releases 6most recent commit 22 days ago
Deep Learning Wizard ⭐ 485
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
most recent commit a month ago
Andrew Ng Notes ⭐ 466
This is Andrew NG Coursera Handwritten Notes.
most recent commit 3 months ago
Deep Learning From Scratch 3 ⭐ 426
『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)
most recent commit 8 months ago
Deep Belief Network ⭐ 401
A Python implementation of Deep Belief Networks built upon NumPy and TensorFlow with scikit-learn compatibility
most recent commit 3 months ago
Carefree Learn ⭐ 361
Deep Learning ❤️ PyTorch
total releases 21most recent commit 5 days ago
Deep_learning_nlp ⭐ 359
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
most recent commit 2 years ago
Pytorch Tutorials Examples And Books ⭐ 316
PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍
most recent commit a year ago
Mydeeplearning ⭐ 268
A deep learning library to provide algs in pure Numpy or Tensorflow.
most recent commit 5 years ago
Machine_learning_and_deep_learning ⭐ 262
most recent commit 9 hours ago
Block ⭐ 260
An intelligent block matrix library for numpy, PyTorch, and beyond.
total releases 5most recent commit 4 months ago
Deeplearning_cv_notes ⭐ 233
📓 deepleaning and cv notes.
most recent commit 2 years ago
Pysurvival ⭐ 214
Open source package for Survival Analysis modeling
most recent commit 3 months ago
Introduction_to_ml_with_python ⭐ 198
도서 "[개정판] 파이썬 라이브러리를 활용한 머신 러닝"의 주피터 노트북과 코드입니다.
most recent commit a year ago
Machine Learning ⭐ 196
从零基础开始机器学习之旅
most recent commit 4 years ago
Get Started With Jax ⭐ 186
The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.
most recent commit 4 months ago
Observations ⭐ 182
Tools for loading standard data sets in machine learning
dependent packages 2total releases 6most recent commit 4 years agopypi Observations} Downloads
Tsalib ⭐ 169
Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)
dependent packages 1total releases 19most recent commit 2 years agopypi tsalib} Downloads
Mygrad ⭐ 138
Drop-in autodiff for NumPy.
dependent packages 2total releases 23most recent commit 11 days agopypi mygrad} Downloads
Brainforge ⭐ 111
A Neural Networking library based on NumPy only
most recent commit 2 years ago
Tfg Voice Conversion ⭐ 109
Deep Learning-based Voice Conversion system
most recent commit 5 years ago
Stock Price Predictor ⭐ 107
This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
most recent commit 4 years ago
Deep Learning With Pytorch A 60 Minute Blitz Cn ⭐ 95
PyTorch1.0 深度学习：60分钟入门与实战（Deep Learning with PyTorch: A 60 Minute Blitz 中文翻译与学习）
most recent commit 3 years ago
Smallpebble ⭐ 80
Minimal deep learning library written from scratch in Python, using NumPy/CuPy.
most recent commit 2 months ago
Poincare_embeddings ⭐ 80
NumPy implementation of Poincaré Embeddings for Learning Hierarchical Representations (Facebook Research)
most recent commit 5 years ago
Dareblopy ⭐ 74
Data Reading Blocks for Python
most recent commit a year ago
Docker Python Deep Learning ⭐ 74
A container for Deep Learning with Python 3
most recent commit 2 years ago
Odak ⭐ 73
🔬 Scientific computing library for optics 🔭, computer graphics 💻 and visual perception 👀
most recent commit 6 days ago
Data Science Notebooks ⭐ 70
Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.
most recent commit 3 years ago
Pydiogment ⭐ 68
📣 Python library for audio augmentation
most recent commit a month ago
Data Analysis Science ⭐ 68
The overall objective of this toolkit is to provide and offer a free collection of data analysis and machine learning that is specifically suited for doing data science. Its purpose is to get you started in a matter of minutes. You can run this collections either in Jupyter notebook or python alone.
most recent commit 4 years ago
Numpyann ⭐ 67
Implementation of Artificial Neural Networks using NumPy
most recent commit a year ago
Awesome Ebooks ⭐ 67
收录开源的经典技术书籍 PDF 文件及相关网站，持续更新中...
most recent commit 3 months ago
Ctensor ⭐ 65
A super light-weight deep learning library based on NumPy in PyTorch fashion.
most recent commit 8 months ago
R Cnn_light ⭐ 64
Regional-Convolution Neural Network for blink detection based on contouring.
most recent commit 5 months ago
Rtorch ⭐ 63
PyTorch bindings for R
most recent commit 2 years ago
Assignment2 2017 ⭐ 59
(Spring 2017) Assignment 2: GPU Executor
most recent commit 5 years ago
Python_cv_ai_ml ⭐ 54
用python做计算机视觉，人工智能，机器学习，深度学习等
most recent commit 4 years ago
Machine Learning In Python Workshop ⭐ 54
My workshop on machine learning using python language to implement different algorithms
most recent commit 2 years ago
Python Machine Learning Book 2nd Edition ⭐ 54
<머신러닝 교과서 with 파이썬, 사이킷런, 텐서플로>의 코드 저장소
most recent commit 2 years ago
Image Classifier ⭐ 53
Final Project of the Udacity AI Programming with Python Nanodegree
most recent commit 4 years ago
One_cycle_policy ⭐ 52
Pytorch notebook with One Cycle Policy implementation (https://arxiv.org/abs/1803.09820)
most recent commit 3 years ago
Vision ⭐ 49
3D Vision functions with end-to-end support for deep learning developers, written in Ivy.
most recent commit 14 hours ago
Puzzlelib ⭐ 49
Deep Learning framework with NVIDIA & AMD support
most recent commit a year ago
Hypertune ⭐ 49
A library for performing hyperparameter optimization
most recent commit a month ago
Autoray ⭐ 46
Write numeric code that automatically works with any numpy-ish libraries.
most recent commit 7 days ago
Planer ⭐ 45
Powerful Light Artificial NEuRon inference framework for CNN
most recent commit 2 months ago
Deep Residual Networks Pyfunt ⭐ 45
Python implementation of "Deep Residual Learning for Image Recognition" (http://arxiv.org/abs/1512.03385 - MSRA, winner team of the 2015 ILSVRC and COCO challenges).
most recent commit 5 years ago
Gait Recognition ⭐ 44
Distance Recognition of a Human Being with Deep CNN's
most recent commit 4 years ago
Token2index ⭐ 43
A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.
most recent commit 2 years ago
Di Treetensor ⭐ 43
Tree Nested PyTorch Tensor Lib
most recent commit 2 months ago
Data Science Introduction With Python ⭐ 42
Python 数据科学导论 | Data Science Introduction with Python
most recent commit a year ago
Numpy Neuralnet Exercise ⭐ 42
Implementation of key concepts of neuralnetwork via numpy
most recent commit 4 years ago
Relataly Public Python Tutorials ⭐ 40
Beginner-friendly collection of Python notebooks for various use cases of machine learning, deep learning, and analytics. For each notebook there is a separate tutorial on the relataly.com blog.
most recent commit a day ago
Mnist For Numpy ⭐ 39
A simple, easy to use MNIST loader written in Python 3
most recent commit 2 years ago
Kerax ⭐ 39
Keras-like APIs for JAX framework
most recent commit 7 months ago
Mobula ⭐ 38
A Lightweight & Flexible Deep Learning (Neural Network) Framework in Python
most recent commit 2 years ago
Molml ⭐ 36
A library to interface molecules and machine learning.
most recent commit 3 years ago
Cracking Kaggle Competitions ⭐ 36
Different approaches for different Classical Machine Learning, and NLP competitions from Kaggle.
most recent commit 8 months ago
Neo ⭐ 34
Deep learning library in python from scratch
most recent commit a year ago
Ml Dl Implementation ⭐ 34
An implementation of ML and DL algorithms from scratch in python using nothing but NumPy and Matplotlib.
most recent commit 4 months ago
Dbn Cuda ⭐ 34
GPU accelerated Deep Belief Network
most recent commit 7 years ago
Python Course ⭐ 33
Python Basics, Machine Learning and Deep Learning
most recent commit 2 years ago
Tsanley ⭐ 33
A runtime shape checker and auto-annotator for tensor programs (pronounced "stanley")
most recent commit 3 years ago
Gesture Recognition Cnn ⭐ 31
A CNN model in numpy for gesture recognition
most recent commit 5 years ago
Aimnet ⭐ 31
Atoms In Molecules Neural Network Potential
most recent commit 2 years ago
Model Free Episodic Control ⭐ 31
This is the implementation of paper Model Free Episodic Control
most recent commit 3 years ago
Neural Networks And Deep Learning For Python3 ⭐ 30
Code samples are modified for Michael Nielsen's book Neural Networks and Deep Learning by python 3.x
most recent commit 5 years ago
Robot ⭐ 29
Functions and classes for gradient-based robot motion planning, written in Ivy.
most recent commit 14 hours ago
Drlkit ⭐ 29
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
most recent commit a year ago
Dnn_from_scratch_py ⭐ 28
most recent commit 4 years ago
Zeta Learn ⭐ 27
zeta-lean: minimalistic python machine learning library built on top of numpy and matplotlib
most recent commit 2 years ago
Simplepythoncnn ⭐ 27
Only in native python & numpy with Keras interface
most recent commit 5 years ago
Deep Surveillance Monitor Facial Emotion Age Gender Recognition System ⭐ 26
Computer Vision module for detecting emotion, age and gender of a person in any given image, video or real time webcam. A custom VGG16 model was developed and trained on open source facial datasets downloaded from Kaggle and IMDB. OpenCV,dlib & keras were used to aid facial detection and video processing. The final system can detect the emotion, age and gender of people in any given image, video or real time webcam
most recent commit 2 years ago
Imgcrop ⭐ 25
Simple image augmentation library focusing on random geometric cropping
most recent commit 4 years ago
Master Thesis ⭐ 25
Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex
most recent commit 4 years ago
Neural Network With Python ⭐ 25
A neural network with 3 layers made with just numpy as dependency
most recent commit 5 years ago
Live Video Sketching Through Webcam Using Opencv Python ⭐ 25
Computer Vision model creates a live video sketch of frames through real time web cam video. Source code is written in python and model is based on OpenCV. Keras and Numpy have been used to optimize the performance of the model and posterize frames
most recent commit 2 years ago
Pykitml ⭐ 25
Machine Learning library written in Python and NumPy.
most recent commit 2 months ago
Neural Networks ⭐ 24
Implemented Convolutional Neural Network, LSTM Neural Network, and Neural Network From Scratch in Python Language.
most recent commit 4 years ago
Lenet Python ⭐ 24
A tiny implementation of LeNet (without deep learning framework)
most recent commit 2 years ago
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