Srivatsa Srinath's repositories
aesara
Aesara is a Python library that allows one to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
ColBERT
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
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.
ffmpeg-libav-tutorial
FFmpeg libav tutorial - learn how media works from basic to transmuxing, transcoding and more. Translations: 🇺🇸 🇨🇳 🇰🇷 🇪🇸 🇻🇳 🇧🇷
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.
gcp-vscode-server
Run vscode server on GCP through iap. Start instance when in ssh connection, and stop if inactive.
gopl.io
Example programs from "The Go Programming Language"
jaxton
100 exercises to learn JAX
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Lux-Design-S2
Repository for the Lux AI Challenge, season 2
makemore
An autoregressive character-level language model for making more things
media-tools
A collection of tools for analyzing, handling, and creating media and media containers
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
openai_function_call
Helper functions to create openai function calls w/ pydantic
outlines
Generative Model Programming
proto-python-course
Complete Guide to Protocol Buffers 3 Python
raptor
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
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.
silero-vad
Silero VAD: pre-trained enterprise-grade Voice Activity Detector, Language Classifier and Spoken Number Detector
video-intelligence-api-visualiser
A simple app that lets you visualise annotations from the Google Cloud Video Intelligence API using your local files.