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srush / pydiagrams
Forked from chalk-diagrams/chalkA declarative drawing API in Python
Solve puzzles. Improve your pytorch.
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"
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Course notes for CS228: Probabilistic Graphical Models.
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.
AutoPhrase: Automated Phrase Mining from Massive Text Corpora
SegPhrase working on Chinese and Arabic