acforvs

Cointegrated-Pairs-Trading

Algo trading strategy, entrance task to CMF, Quantitative Analytics program, 2021

CPP-hw

C++ homeworks @ St. Petersburg State University

Decision-Tree

Decision Tree Implementation as a part of my ML hw @ SPbU

dhc-robust-mapf

Learnable MAPF. “Distributed Heuristic Multi-Agent Path Finding with Communication” (DHC) algorithm from ICRA 2021 is implemented and benchmarked in out-of-distribution (OOD) scenarios. A new robust training loop to handle communication failures is introduced.

JB-Nucleon-Configurations

Kaggle-In-house-classification

Kaggle classification contest report (in Russian)

LeetCode-solutions

LeetCode solutions

multi-agent-pathfinding

Heuristic Search vs. Learning. "Distributed Heuristic Multi-Agent Path Finding with Communication" reproduced, trained & benchmarked with M*

ppl-kaggle-titanic

Titanic Kaggle contest

talks

My public talks are presented here

acforvs/multi-agent-pathfinding

Heuristic Search vs. Learning. "Distributed Heuristic Multi-Agent Path Finding with Communication" reproduced, trained & benchmarked with M*

acforvs/dhc-robust-mapf

Learnable MAPF. “Distributed Heuristic Multi-Agent Path Finding with Communication” (DHC) algorithm from ICRA 2021 is implemented and benchmarked in out-of-distribution (OOD) scenarios. A new robust training loop to handle communication failures is introduced.

acforvs/Cointegrated-Pairs-Trading

Algo trading strategy, entrance task to CMF, Quantitative Analytics program, 2021

acforvs/talks

My public talks are presented here

acforvs/ppl-kaggle-titanic

Titanic Kaggle contest

acforvs/Decision-Tree

Decision Tree Implementation as a part of my ML hw @ SPbU

acforvs/JB-Nucleon-Configurations

acforvs/Kaggle-In-house-classification

Kaggle classification contest report (in Russian)

acforvs/LeetCode-solutions

LeetCode solutions

acforvs/ppl-railway-station

Railway modelling

acforvs/ppl-text-index

Text file processing & index creation

acforvs/rhyme-bot

acforvs/tiktok

Entrance task for the "Tiktok for drivers" project, interactive map

acforvs/Gradient-Descent-Homework

Gradient Descent Homework for the ML Course @ SPbU

acforvs/DHC

Distributed Heuristic Multi-Agent Path Finding with Communication - ICRA 2021

acforvs/transformer

PyTorch implementation of the original transformer, from scratch

acforvs/open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

acforvs/optax

Optax is a gradient processing and optimization library for JAX.

acforvs/accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

acforvs/awac_iql

Offline to Online RL: AWAC & IQL PyTorch Implementation

acforvs/CodeTF

CodeTF: One-stop Transformer Library for State-of-the-art Code LLM

acforvs/deep-rl-class

This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.

acforvs/DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

acforvs/introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

acforvs/starter-hugo-academic

🎓 Hugo Academic Theme 创建一个学术网站. Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify.

acforvs/tau

Pipeline Parallelism for PyTorch

acforvs/tests

acforvs/text-generation-inference

Large Language Model Text Generation Inference

acforvs/TransPath

acforvs/trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)