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apollo

An open autonomous driving platform

awesome-radar-perception

A curated list of radar datasets, detection, tracking and fusion

binance-api-step-by-step-guide

These are the code snippets used in the Binance Python API - A step-by-step guide on the AlgoTrading101 website

brian

Brian is a simulator for spiking neural networks available on almost all platforms. This is the legacy version that is no longer developed, for new projects consider using Brian2 instead.

camera-calibration

capmarket

compphys

CompPhys - a Computational Physics repository

computer-vision

cryptobot

Crypto trading bot wrote using Python 3.9.

ddc-svd

Double Divide and Conquer Singular Value Decomposition

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

digits

docker file for building DIGITS workstation on Titan X Pascal GPUs

digits4.0

Dockerfile for DIGITS4.0 NVIDIA Caffe cuDNN 5.0 Cuda 8.0 Ubuntu 16.04

docker-openblas

Docker container with an automated build for OpenBLAS stable branch:

dot-matrix

Arduino library for varity of matrix screen

ec527_project_qr

In our application, we first implemented QR Decomposition based on raw Givens Rotation and Householder Reflection algorithms. Then we used what we learned from EC527 High Performance Programming with Multicore and GPUs to further optimize this implementation. We employed techniques like loop unrolling, blocking, etc. and parallelism like pThread, and GPU programming to accelerate the most computational intense part in our code.

fvr_benchmarks

Profiling our Fourier Volume Rendering (FVR) on the GPU with CUDA.

gpu-tiled-qr-decomposition

undergraduate Project implementing a tiled QR decomposition on GPUs with cuda

harshavardhanpandit.github.io

15-618 Final Project Spring 2015

householder-bidiagonalization

Extending Algorithm to Support Complex Matrices Bidiagonalization

introneuralnetworks

Introducing neural networks to predict stock prices

keras-transformer

Keras library for building (Universal) Transformers, facilitating BERT and GPT models

levenberg-marquadt-non-linear-camera-calibration

Used Levenberg marquadt algorithm for non-linear estimation of the camera matrix using an initial estimate obtained through DLT algorithm

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

machine-learning-collection

PyTorch Tutorials, TensorFlow Tutorials and Machine Learning Algorithms

mindsdb

ml_for_nfl

music

Python implementation of the MUSIC Algorithm

ndarray-householder-qr

Householder triangularization for QR Factorization of ndarrays

npy-matlab

Experimental code to read/write NumPy .NPY files in MATLAB