500 Open source projects that are alternatives of or similar to Meta Dataset

A modular toolbox for meta-learning research with a focus on speed and reproducibility.

Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

Awesome Multitask Learning Resources

Golang benchmarks used for optimizing code

Benchmark the performances of various Swift layout frameworks (autolayout, UIStackView, PinLayout, LayoutKit, FlexLayout, Yoga, ...)

Scriptable database and system performance benchmark

JavaScript benchmark for common web developer workloads

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

A High-Quality Photograpy Portrait Matting Benchmark

[ISBI'21] MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis

TLS handshakes benchnarking tool

Database Benchmarking Framework

Python Performance Benchmark Suite

A benchmarking framework for the Julia language

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

comparing the c ffi (foreign function interface) overhead on various programming languages

An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.

Performance testing matchers for RSpec

This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset

Visual Tracking Paper List

Implementation of "Make One-Shot Video Object Segmentation Efficient Again” and the semi-supervised fine-tuning "e-OSVOS" approach (NeurIPS 2020).

Simple, fast, accurate single-header microbenchmarking functionality for C++11/14/17/20

FewCLUE 小样本学习测评基准，中文版

[CVPR 2020] A Large-Scale Dataset for Real-World Face Forgery Detection

Masked face recognition focuses on identifying people using their facial features while they are wearing masks. We introduce benchmarks on face verification based on masked face images for the development of COVID-safe protocols in airports.

Natural Intelligence is still a pretty good idea.

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

Framework of performance testing

Naive performance comparison of a few programming languages (JavaScript, Kotlin, Rust, Swift, Nim, Python, Go, Haskell, D, C++, Java, C#, Object Pascal, Ada, Lua, Ruby)

Remove unwanted files and directories from your node_modules folder

This is a simple App to test some blur algorithms on their visual quality and performance.

A repository of pretty cool datasets that I collected for network science and machine learning research.

java rpc benchmark, 灵感源自 https://www.techempower.com/benchmarks/

A node.js tool to benchmark APIs

Benchmarks of JavaScript Package Managers

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

A generic latency benchmarking library.

YABS - a simple bash script to estimate Linux server performance using fio, iperf3, & Geekbench

GitHub Action for continuous benchmarking to keep performance

Collection for Few-shot Learning

A simple command line tool to interact with hundreds of servers around the world.

Various gRPC benchmarks

🔥 Stupid Simple CPU/MEM "Profiler" for your JS code.

Benchmarking the best way to store long, Object value pairs in a map.

Face landmarks(fiducial points) detection benchmark

The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API

A blockchain benchmark framework to measure performance of multiple blockchain solutions https://wiki.hyperledger.org/display/caliper

Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020

The PatchCamelyon (PCam) deep learning classification benchmark.

⚡️📊 Compare the performance of Rust project branches

SMAC: The StarCraft Multi-Agent Challenge

A micro-benchmark framework to use with cargo bench

Across the Great Wall we can reach every corner in the world

NoSQL Redis and Memcache traffic generation and benchmarking tool.

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

PHP Profiler & Developer Toolbar (built for Phalcon)