kristpapadopoulos

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

neural_prophet

NeuralProphet: A simple forecasting package

resumake.io

📝 A website for automatically generating elegant LaTeX resumes.

RepDistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

neuraloperator

Learning in infinite dimension with neural operators.

disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

contextualized-topic-models

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

ctci-python-solutions

Cracking the Coding Interview in Python 3. The solutions all have detailed explanations with visuals.

Beyond-LeetCode-SQL

Analysis of SQL Leetcode and classic interview questions, common pitfalls, anti-patterns and handy tricks. Sample databases.

SGC

official implementation for the paper "Simplifying Graph Convolutional Networks"

corex_topic

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

visual-machine-learning-notes

Machine Learning Conference & Summer School Notes. 🦄

bigbird

Transformers for Longer Sequences

reclist

Behavioral "black-box" testing for recommender systems

non-parametric-transformers

Code for "Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning"

Optimus

Optimus: the first large-scale pre-trained VAE language model

normalizing-flows-tutorial

Tutorial on normalizing flows.

keras-examples

maf

Masked Autoregressive Flow

bert-cosine-sim

Fine-tune BERT to generate sentence embedding for cosine similarity

wiki-sim-search

Similarity search on Wikipedia using gensim in Python.

Implicit-LVM

This code repository presents the pytorch implementation of the paper “Implicit Deep Latent Variable Models for Text Generation”(EMNLP 2019).

text_embedding

utility class for building/evaluating document representations

DynamicalComponentsAnalysis

Dynamical Components Analysis

kdcovid

Knowledge Discovery for COVID19: Search the full text of CORD19 research papers on COVID 19

MRF_NeurIPS_2019

Markov Random Fields for Collaborartive Filtering

lollipop

Linear Optimal Low Rank Projection

similar_movie_characters

Find out movie characters that are most similar to the ones you love