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250 search results found

Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Data Science Ipython Notebooks ⭐ 25,668

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.

Datasets ⭐ 18,390

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

The Unified AI Framework

Cheatsheets Ai ⭐ 13,281

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat

Numerical Linear Algebra ⭐ 9,850

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Effectivetensorflow ⭐ 8,646

TensorFlow tutorials and best practices.

Ai Learn ⭐ 8,256

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

Trax — Deep Learning with Clear Code and Speed

Einops ⭐ 7,548

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

Chainer ⭐ 5,862

A flexible framework of neural networks for deep learning

Megengine ⭐ 4,711

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

Machine_learning_complete ⭐ 4,296

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Deep Learning From Scratch ⭐ 3,728

『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Machine Learning With Python ⭐ 2,980

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Gluon Nlp ⭐ 2,457

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

Captcha_break ⭐ 1,677

验证码识别

Data Science Complete Tutorial ⭐ 1,575

For extensive instructor led learning

Machine_learning_refined ⭐ 1,574

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

Geneticalgorithmpython ⭐ 1,564

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Effectivepytorch ⭐ 1,321

PyTorch tutorials and best practices.

Ilearndeeplearning.py ⭐ 1,291

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

Awesome Jax ⭐ 1,156

JAX - A curated list of resources https://github.com/google/jax

Phiflow ⭐ 1,093

A differentiable PDE solving framework for machine learning

Keract ⭐ 1,030

Layers Outputs and Gradients in Keras. Made easy.

Machinelearning ⭐ 1,029

Machine learning algorithms implemented by pure numpy

Kymatio ⭐ 691

Wavelet scattering transforms in Python with GPU acceleration

Deep Learning Wizard ⭐ 664

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

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.

Get Started With Jax ⭐ 487

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.

Deep Learning From Scratch 3 ⭐ 426

『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)

Grokking Deep Reinforcement Learning

Deep Belief Network ⭐ 401

A Python implementation of Deep Belief Networks built upon NumPy and TensorFlow with scikit-learn compatibility

Carefree Learn ⭐ 400

Deep Learning ❤️ PyTorch

Dlfs_code ⭐ 373

Code for the book Deep Learning From Scratch, from O'Reilly September 2019

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

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

Thesemicolon ⭐ 312

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Deeplearning Cv Notes ⭐ 291

📓 deepleaning and cv notes.

Xshinnosuke ⭐ 282

Deep learning framework realized by Numpy purely, supports for both Dynamic Graph and Static Graph with GPU acceleration

Mydeeplearning ⭐ 268

A deep learning library to provide algs in pure Numpy or Tensorflow.

An intelligent block matrix library for numpy, PyTorch, and beyond.

Pysurvival ⭐ 214

Open source package for Survival Analysis modeling

Introduction_to_ml_with_python ⭐ 198

도서 "[개정판] 파이썬 라이브러리를 활용한 머신 러닝"의 주피터 노트북과 코드입니다.

Machine Learning ⭐ 196

从零基础开始机器学习之旅

Observations ⭐ 182

Tools for loading standard data sets in machine learning

numsca is numpy for scala

Di Treetensor ⭐ 169

Let DI-treetensor help you simplify the structure processing!（树形运算一不小心就逻辑混乱？DI-treetensor快速帮你搞定）

Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)

Drop-in autodiff for NumPy.

Mobulaop ⭐ 162

A Simple & Flexible Cross Framework Operators Toolkit

100_days_mldl ⭐ 161

Hello Data Enthusiast! I will be updating my 100-day Journey here along with detailed Code Files Starting from Essential Libraries to Advanced Machine Learning and Deep Learning Algorithm Theory with Implementation. Save for Later ⭐ Happy Learning :)

Scientific computing library for optics, computer graphics and visual perception

Rnn_lstm_from_scratch ⭐ 142

How to build RNNs and LSTMs from scratch with NumPy.

Sunstreaker ⭐ 126

以jax为后端的类似keras的框架

Neograd ⭐ 117

A deep learning framework created from scratch with Python and NumPy

Brainforge ⭐ 111

A Neural Networking library based on NumPy only

Tfg Voice Conversion ⭐ 109

Deep Learning-based Voice Conversion system

Stock Price Predictor ⭐ 107

This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.

Autoray ⭐ 106

Abstract your array operations.

Books related to AI/ML/DL/GENAI

Numpyann ⭐ 95

Implementation of Artificial Neural Networks using NumPy

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）

Pybboxes ⭐ 95

Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.

Deep Surveillance Monitor Facial Emotion Age Gender Recognition System ⭐ 92

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

Data Science Machine Learning ⭐ 88

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.

Smallpebble ⭐ 87

Minimal deep learning library written from scratch in Python, using NumPy/CuPy.

Data Science Notebooks ⭐ 86

Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.

Mindwave ⭐ 86

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.

Awesome Ebooks ⭐ 81

收录开源的经典技术书籍 PDF 文件及相关网站，持续更新中...

Poincare_embeddings ⭐ 80

NumPy implementation of Poincaré Embeddings for Learning Hierarchical Representations (Facebook Research)

记录自己深度学习之路的点滴

Flatiron School Data Science Curriculum Resources ⭐ 75

Lesson material on data science and machine learning topics/concepts

Docker Python Deep Learning ⭐ 74

A container for Deep Learning with Python 3

Dareblopy ⭐ 74

Data Reading Blocks for Python

Sketchy Vision ⭐ 72

Each week I create sketches covering key Computer Vision concepts. If you want to learn more about CV stick around!

Data Science Introduction With Python ⭐ 70

Python 数据科学导论 | Data Science Introduction with Python

One_cycle_policy ⭐ 70

Pytorch notebook with One Cycle Policy implementation (https://arxiv.org/abs/1803.09820)

Dicom_rt_and_images_to_mask ⭐ 70

Various utilities created to help with the interpretation of DICOM images and DICOM RT Structures to NumPy masks and Simple-ITK handles/Nifti images. Some necessary steps for deep learning

3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

Pydiogment ⭐ 68

📣 Python library for audio augmentation

A super light-weight deep learning library based on NumPy in PyTorch fashion.

Ml From Scratch ⭐ 64

ML From Scratch

R Cnn_light ⭐ 64

Regional-Convolution Neural Network for blink detection based on contouring.

PyTorch bindings for R

Hypertune ⭐ 60

A library for performing hyperparameter optimization

Lovely Numpy ⭐ 60

NumPy arrays, ready for human consumption

Assignment2 2017 ⭐ 59

(Spring 2017) Assignment 2: GPU Executor

Puzzlelib ⭐ 57

Deep Learning framework with NVIDIA & AMD support

Fully differentiable RL environments, written in Ivy.

Machine Learning In Python Workshop ⭐ 54

My workshop on machine learning using python language to implement different algorithms

Python Machine Learning Book 2nd Edition ⭐ 54

<머신러닝 교과서 with 파이썬, 사이킷런, 텐서플로>의 코드 저장소

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

Image Classifier ⭐ 53

Final Project of the Udacity AI Programming with Python Nanodegree

Dockerdl ⭐ 52

Deep Learning Docker Image

Functions and classes for gradient-based robot motion planning, written in Ivy.

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