Rashid Ali's repositories
advancements-in-ai-dl-nlp-rl
A.I., D.L., NLP, RL, Computer Vision under one head
aibooks.github.io
AI Books
algorithms-in-python
:octocat: Interactive way to learn Algorithms . Feel free to contribute! :mortar_board:
atari-model-zoo
A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.
awesome-mlss
List of summer schools in machine learning + related fields across the globe
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
data-science-projects
:star2::star2: Projects , Blogs and Notebooks on numpy , scikit, pandas , matplotlib and usuage of Tensorflow :star2:
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
deep_learning_with_python_manning
Codes for " Deep Learning With Python By Chollet
deeplearning-math.github.io
A Course on Mathematical Theories of Deep Learning
DeepLearningExamples
Deep Learning Examples
ERFNet-PyTorch
A PyTorch implementation for ERFNet on Pascal VOC data.
Generative-Adversarial-Network-Tutorial
Tutorial on creating your own GAN in Tensorflow
iclr_2019
ICLR Reproducibility Challenge 2019
Machine-Learning-Links-And-Lessons-Learned
List of all the lessons learned, best practices, and links from my time studying machine learning
machine-learning-resources
A curated list of awesome machine learning frameworks, libraries, courses, books and many more.
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
ml-notebooks
Collection of informative jupyter notebooks with lots of comments for explanation of topics
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
Online-Realtime-Action-Recognition-based-on-OpenPose
A skeleton-based real-time online action recognition project, classifying and recognizing base on framewise joints, which can be used for safety surveilence.
Paper-Natoes-
Deep Unsupervised Learning and Generative models
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
pytudes
Python programs to practice or demonstrate skills.
Real-Time-Action-Recognition
Real-time pose estimation and action recognition
real_time_video_action_recognition
pytorch real time video action recognition based on C3D
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
VoVNet.pytorch
A pytorch implementation of VoVNet
YOLOv3_TensorFlow
Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.