Pinned Repositories
BayesianAnalysis
A collection of notebooks, learning from tutorials ad lectures across the net
dotfiles
minitorch
The full minitorch student suite.
minitorch-learn
mlserve
Serving machine learning (pytorch) models using torchserve / AWS Sagemaker
statrethinking_winter2019
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
svats2k.github.io
svats2k's Repositories
svats2k/dotfiles
svats2k/mlserve
Serving machine learning (pytorch) models using torchserve / AWS Sagemaker
svats2k/aesara
Aesara is a Python library that allows one to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
svats2k/Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
svats2k/ColBERT
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
svats2k/deep-learning-containers
AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
svats2k/ffmpeg-libav-tutorial
FFmpeg libav tutorial - learn how media works from basic to transmuxing, transcoding and more. Translations: 🇺🇸 🇨🇳 🇰🇷 🇪🇸 🇻🇳 🇧🇷
svats2k/fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
svats2k/gcp-vscode-server
Run vscode server on GCP through iap. Start instance when in ssh connection, and stop if inactive.
svats2k/gopl.io
Example programs from "The Go Programming Language"
svats2k/jaxton
100 exercises to learn JAX
svats2k/llama3-from-scratch
llama3 implementation one matrix multiplication at a time
svats2k/LLM-workshop-2024
A 4-hour coding workshop to understand how LLMs are implemented and used
svats2k/LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
svats2k/Lux-Design-S2
Repository for the Lux AI Challenge, season 2
svats2k/makemore
An autoregressive character-level language model for making more things
svats2k/media-tools
A collection of tools for analyzing, handling, and creating media and media containers
svats2k/micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
svats2k/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
svats2k/openai_function_call
Helper functions to create openai function calls w/ pydantic
svats2k/outlines
Generative Model Programming
svats2k/proto-python-course
Complete Guide to Protocol Buffers 3 Python
svats2k/raptor
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
svats2k/sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
svats2k/sagemaker-pytorch-inference-toolkit
Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.
svats2k/scratch-gpt
svats2k/silero-vad
Silero VAD: pre-trained enterprise-grade Voice Activity Detector, Language Classifier and Spoken Number Detector
svats2k/video-intelligence-api-visualiser
A simple app that lets you visualise annotations from the Google Cloud Video Intelligence API using your local files.
svats2k/Vision-Transformers
This repo has all the basic things you'll need in-order to understand complete vision transformer architecture and its various implementations.
svats2k/xarray-tutorial
Xarray Tutorials