Stars
All Algorithms implemented in Python
A curated list of awesome Machine Learning frameworks, libraries and software.
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
A toolkit for developing and comparing reinforcement learning algorithms.
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
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,…
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
A paper list of object detection using deep learning.
Minimal and clean examples of machine learning algorithms implementations
all kinds of text classification models and more with deep learning
Efficiently computes derivatives of NumPy code.
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
A list of popular github projects related to deep learning
Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.
Convolutional Neural Network for Text Classification in Tensorflow
common data analysis and machine learning tasks using python
Benchmarks of approximate nearest neighbor libraries in Python
Most popular metrics used to evaluate object detection algorithms.
Cookiecutter template for a Python package.
An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)
A python application that detects and highlights the heart-rate of an individual (using only their own webcam) in real-time.
Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch