Pinned Repositories
abacus
ABacus: fast hypothesis testing and experiment design solution
actuarygpt-code
AI-Paper-Collector
MLNLP社区用来更好进行论文搜索的工具。Fully-automated scripts for collecting AI-related papers
annotated-transformer
An annotated implementation of the Transformer paper.
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
Awesome-Knowledge-Distillation-of-LLMs
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.
Awesome-LLM
This project collects awesome resources (e.g., papers, open-source models) for large language model (LLM)
Awesome-LLM-Robotics
A comprehensive list of papers using large language/multi-modal models for Robotics/RL, including papers, codes, and related websites
awesome-russian-speech
Russian speech technology links
ilbaks's Repositories
ilbaks/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
ilbaks/LLM_start
ilbaks/Hetu
A high-performance distributed deep learning system targeting large-scale and automated distributed training.
ilbaks/msai-algorithms
Open course on Algorithms and Data Structures
ilbaks/dcai-lab
Lab assignments for Introduction to Data-Centric AI, MIT IAP 2023 👩🏽💻
ilbaks/inbox
temp inbox files
ilbaks/AI-Paper-Collector
MLNLP社区用来更好进行论文搜索的工具。Fully-automated scripts for collecting AI-related papers
ilbaks/Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
ilbaks/awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
ilbaks/aws-mlu-explain
Visual, Interactive Articles About Machine Learning: https://mlu-explain.github.io/
ilbaks/Practical_DL
DL course co-developed by YSDA, HSE and Skoltech
ilbaks/deep_vision_and_graphics
Course about deep learning for computer vision and graphics co-developed by YSDA and Skoltech.
ilbaks/whisper-diarization
Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper
ilbaks/speech_recognition
Speech recognition module for Python, supporting several engines and APIs, online and offline.
ilbaks/kafka-python
Python client for Apache Kafka
ilbaks/Online-library
Online library app based on django rest framework and Vue 3.
ilbaks/rebs
Django 4.2 + Vue3 + Svelte app using Nginx + MariaDB (deploy as Docker & Kubernetes)
ilbaks/pytorchTutorial
PyTorch Tutorials from my YouTube channel
ilbaks/Practical_RL
A course in reinforcement learning in the wild
ilbaks/pyannote-whisper
ilbaks/deep-reinforcement-learning-ODS
ilbaks/leon
🧠 Leon is your open-source personal assistant.
ilbaks/Chain-of-ThoughtsPapers
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
ilbaks/annotated-transformer
An annotated implementation of the Transformer paper.
ilbaks/full-stack-fastapi-postgresql
Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.
ilbaks/ml_system_design_doc_ru
ilbaks/MachineLearningSeminars
Семинары А.В. Грабового к лекционному курсу К.В. Воронцова.
ilbaks/actuarygpt-code
ilbaks/fastapi-celery-flower-rabbitmq-redis
FastAPI integrated with Celery, RabbitMQ, and Redis 😎⚡️
ilbaks/Freeplane_MarkdownHelper
Markdown HelperAddOn for Freeplane is a tool to create markdown documents in a Freeplane mindmapping way. The general idea of this AddOn is to insert special nodes in your map that help to translate the information in a mindmap into a Markdown document. You obtain a good looking document retaining the flexibility that offers Freeplane and mindmappi