Igor Kotenkov's repositories
bcdc_ds_takehome
Blockchain.com Data Scientist TakeHome (February 2022)
nuscenes-devkit
Devkit for the public 2019 Lyft Level 5 AV Dataset (fork of https://github.com/nutonomy/nuscenes-devkit)
ML-Papers-Explained
Explanation to key concepts in ML
build-your-own-x
🤓 Build your own (insert technology here)
GPU-Puzzles
Solve puzzles. Learn CUDA.
Algorithms
A collection of algorithms and data structures
applied-ml
đź“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.
AutoTabular
AutoTabular
BERT-related-papers
BERT-related papers
blog
Public repo for HF blog posts
DuckTrack
Multimodal computer agent data collection program
Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
huggingtweets
Tweet Generation with Huggingface
machine-learning-interview
Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc.
MatchZoo-py
Facilitating the design, comparison and sharing of deep text matching models.
NIPS2019-MineRL-Competition-solution
A pytorch solution for 4th place NIPS 2019 MineRL Competition
Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
pixel-perfect-sfm
Pixel-Perfect Structure-from-Motion with Featuremetric Refinement (ICCV 2021, Best Student Paper Award)
Prompt-Engineering-Guide
:octopus: Guide and resources for prompt engineering
Prompt4ReasoningPapers
Repository for the ACL2023 paper "Reasoning with Language Model Prompting: A Survey".
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.