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adult_census_income_dataset

EDA + basic classification using ADULT dataset

agent-smith

Reinforcement Learning Agents & Algorithms exploration

amazon-forest-computer-vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

apartment-interest-prediction

Predict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.

arch-data-science

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

arraymancer

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

batch-reencode

Batch reencode videos to AV1 using ffmpeg

biostatistics-csvtographpad

From hundreds of flow cytometry CSV files to cleaned up Excel file, ready for GraphPad copy-paste.

blocksmith

Blockchain: Safe & fast interfacing network blocks and attestations with Casper FFG finality & LMD Ghost fork choice

chirp8

A Chip-8 emulator written in Nim

compute-graph-optim

Experiments in compute graph optimisations and ML and HPC compilers frontend

constantine

Constantine: modular, high-performance, zero-dependency cryptography stack for proof systems and blockchain protocols.

draft-irtf-cfrg-bls-signature

draft-irtf-cfrg-pairing-friendly-curves

https://datatracker.ietf.org/doc/draft-irtf-cfrg-pairing-friendly-curves/

eips

The Ethereum Improvement Proposal repository

ercs

The Ethereum Request for Comment repository

finite-fields

Experimental finite field primitives (and maybe more)

glyph

WIP Snes emulator

go

The Go programming language

golem-prime

A Go bot written in Nim

haskell-numbertheory

Exploration of primes, factorization and number theory through haskell

home-credit-default-risk

Default risk prediction for Home Credit competition - Fast, scalable and maintainable SQL-based feature engineering pipeline

humpback-whale-identification

Kaggle Humpback whale identification: 2xGPU Data augmentation + FP16 mixed precision training

hydra

Parametric Integer Linear Programming Solver and Polyhedral compilation backend

jitterland

Experiments in lexing, parsing, interpreting, VM and JITs

laser

The HPC toolbox: fused matrix multiplication, convolution, data-parallel strided tensor primitives, OpenMP facilities, SIMD, JIT Assembler, CPU detection, state-of-the-art vectorized BLAS for floats and integers

loop-fusion

Loop efficiently over a variadic number of containers

machinelearning_kaggle

Kaggle Data Science & Machine Learning competitions - using Python or Julia

matlab-pjeuler

Refreshing Functional Matlab-fu by doing Project Euler math problems

mckinsey-smartcities-traffic-prediction

Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge