Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

A curated list of references for MLOps

Self-calculated rating of problems in leetcode weekly/biweekly contests.

Reading Papers

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

🦉 Data Versioning and ML Experiments

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Contains all of the queries used within the Complete Guide to Elasticsearch course.

Code for "Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose" (Arxiv 2020) and "Predicting Personalized Head Movement From Short Video and Speech Signal" (TMM 2022)

Official code for CVPR2022 paper: Depth-Aware Generative Adversarial Network for Talking Head Video Generation

An implementation of Tacotron 2 that supports multilingual experiments with parameter-sharing, code-switching, and voice cloning.

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 collection of infrastructure and tools for research in neural network interpretability.

Dedicated Resources for the Low-Level System Design. Learn how to design and implement large-scale systems. Prep for the system design interview.

📺 Discover the latest machine learning / AI courses on YouTube.

Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code

The Database Toolkit for Python

bottle.py is a fast and simple micro-framework for python web-applications.

instant coding answers via the command line

Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.

The Python micro framework for building web applications.

CherryPy is a pythonic, object-oriented HTTP framework. https://cherrypy.dev

Simple Minecraft-inspired program using Python and Pyglet

🏡 A Book for Anyone to Get Started with Unix

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive lea…

End-to-End Object Detection with Transformers