aniketjivani

photo-similarity-search

Super simple MLX (apple silicon) CLIP based photo similarity web app

cookbook

A collection of guides and examples for the Gemini API.

manim-with-ease

Tutorial series for the community maintained version of Manim, https://www.manim.community

CUDA-Winograd

Fast CUDA Kernels for ResNet Inference.

torch-uncertainty

Open-source framework for uncertainty and deep learning models in PyTorch :seedling:

UQpy

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

characterizing-pinns-failure-modes

Characterizing possible failure modes in physics-informed neural networks.

sparse-winograd-cnn

Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)

wincnn

Winograd minimal convolution algorithm generator for convolutional neural networks.

GP-NODEs

trs-oden

Code for "Time-Reversal Symmetric ODE Network (NeurIPS 2020)"

iTransformer

Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group

OBC

Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".

mcufno

FNO inference/training for edge devices

probnum

Probabilistic Numerics in Python.

TAGI-V

SemesterProgramme-SciML

Material for workshop and autumn school on scientific machine learning 2023

blog-code

Code and files related to random side projects

neural-processes

This repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural Processes (NPs), Attentive Neural Processes (ANPs).

SimpleVAE

This repository provides implementation simplified Variational Autoencoder (VAE), producing smooth latent space completely unsupervised manner. And this can be used as generative model as well.

nested-fno

PDEBench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

mcunet

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning

FourCastNet

Initial public release of code, data, and model weights for FourCastNet

Neural-PDE-Solver

geospacelab

A python-based library to collect, manage, and visualize geospace data (e.g. OMNI, geomagnetic indices, EISCAT, DMSP, SWARM, TEC, AMPERE, etc.).

neuraloperators-TL-scaling

Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML

iTransformer

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

NIPS-Reproducibility-Challenge

Shape and Time Distortion Loss forTraining Deep Time Series Forecasting Models

eecs598

Advanced Topics on Systems for X