A declarative drawing API in Python

Solve puzzles. Improve your pytorch.

Silly twitter torch implementations.

Python implementation of GLN in different frameworks

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

Code for the paper "Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning"

Automatic differentiation with weighted finite-state transducers.

Visualization of numerical optimization algorithms

Python code for "Probabilistic Machine learning" book by Kevin Murphy

A best practice for streaming audio from a browser microphone to Dialogflow or Google Cloud STT by using websockets.

code and data for paper "One-shot Text Field Labeling using Attention and BeliefPropagation for Structure Information Extraction"

Must-read Papers on pre-trained language models.

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Course notes for CS228: Probabilistic Graphical Models.

Topic Modeling in Embedding Spaces

Notebooks for the Altair tutorial

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.

DGMs for NLP. A roadmap.

Tutorial code on how to build your own Deep Learning System in 2k Lines

Mini website for testing both general CS knowledge and enforce coding practice and common algorithm/data structure memorization.

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

100 numpy exercises (with solutions)

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

SegPhrase working on Chinese and Arabic