Master programming by recreating your favorite technologies from scratch.

Repo for external large-scale work

Source code for the book "Math for Deep Learning" (No Starch Press)

A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting has…

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

The official implementation of the NAACL-HLT 2019 paper "Microblog Hashtag Generation via Encoding Conversation Contexts"

Experiments for Few-shot Semantic Parsing as Constrained Paraphrasing

Estimating Ideological Positions with Twitter Data

What financial info would I have wanted to know when I was 22 and jumping into tech?

Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"

Improving LDA topic modeling in Twitter with graph community detection

Code for the paper "DeepType: Multilingual Entity Linking by Neural Type System Evolution"

The Data Engineering Cookbook

Google Research

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Simple examples to introduce PyTorch

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

A complete computer science study plan to become a software engineer.

A tool for extracting plain text from Wikipedia dumps

Entity Linking & discovery solution. Agarwal et al., "Entity Linking via Explicit Mention-Mention Coreference Modeling", NAACL 2022.

Data and models for the SciFact verification task.

Official implementation at https://github.com/ultralytics/yolov5/tree/master/utils/flask_rest_api

A repo for data science related questions and answers

Collection of Summer 2025 tech internships!

📚 Freely available programming books