AshVijay's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
design-patterns-for-humans
An ultra-simplified explanation to design patterns
learnopencv
Learn OpenCV : C++ and Python Examples
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
python-mastery
Advanced Python Mastery (course by @dabeaz)
data-science-interviews
Data science interview questions and answers
awesome-newsletters
A list of amazing Newsletters
Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
matplotlib-tutorial
Matplotlib tutorial for beginner
Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
research_public
Quantitative research and educational materials
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
blackhat-python3
Source code for the book "Black Hat Python" by Justin Seitz. The code has been fully converted to Python 3, reformatted to comply with PEP8 standards and refactored to eliminate dependency issues involving the implementation of deprecated libraries.
spring-boot-tutorial
100+ Spring Boot Articles, Tutorials, Video tutorials, Projects, Guides, Source code examples etc
nlp_paper_summaries
✍️ A carefully curated list of NLP paper summaries
awesome-decentralized-finance
A curated list of awesome decentralized finance projects
Ethical-Hacking-Tools
Complete Listing and Usage of Tools used for Ethical Hacking
Awesome-Interaction-Aware-Trajectory-Prediction
A selection of state-of-the-art research materials on trajectory prediction
ad_examples
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
awesome-CRISPR
List of software/websites/databases/other stuff for genome engineering
Grokking-Artificial-Intelligence-Algorithms
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
DNN-decompiler
BTD - Bin To DNN: A DNN Executables Decompiler
ml-nlp-paper-discussions
📄 A repo containing notes and discussions for our weekly NLP/ML paper discussions.
Machine-Learning-Books
A curated collection of free Machine Learning related eBooks