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100-days-of-ml-code

100 Days of ML Coding

2dasl

The code (pytorch for testing & matlab for 3D plot and evaluation) for our project: Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning （2DASL）

3d-machine-learning

A resource repository for 3D machine learning

3d-vae

Minimalist implementation of VQ-VAE in Pytorch

3dmm-fitting

Fit 3DMM to front and side face images simultaneously.

3dmm-matlab

a-pytorch-tutorial-to-object-detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

aae_pytorch

acousticrakereceiver

The acoustic rake receiver, a microphone beamformer that uses echoes to improve the noise and interference suppression. Python code to reproduce all the results from Raking the Cocktail Party by Ivan Dokmanic, Robin Scheibler, and Martin Vetterli.

adsp_tutorials

Advanced Signal Processing Notebooks and Tutorials

adversarial-autoencoder

An adversarial autoencoder implementation in pytorch

algotrading

Algorithmic trading framework for cryptocurrencies.

audio-and-acoustics-signal-processing-speech-enhancement-project

Audio and Acoustics Signal Processing: Speech Enhancement Project

audioset_models

📊 Easily apply audio-related machine learning models trained on the AudioSet dataset (527+ models/classes).

audioset_tagging_cnn

awesome-mixed-sample-data-augmentation

A collection of awesome things about mixed sample data augmentation

ax

Adaptive Experimentation Platform

baseball-hist-dash

MLB Data Explorer

bc_learning_sound

Chainer implementation of between-class learning for sound recognition https://arxiv.org/abs/1711.10282

beamforming

Matlab files for various types of beamforming

beamforming-1

beamforming-for-speech-enhancement

simple delaysum, MVDR and CGMM-MVDR

beans-app

Beans mobile app for iOS/Android and the mobile-web.

big-data-platform

Designing and implementing my own Big Data Platform.

bigdataplatforms

Mirror the materials of the Big Data Platforms course in Aalto

blog

Technical blog repo of metaflow

bokeh

Interactive Data Visualization in the browser, from Python

cgmm-mvdr

Implement of CGMM-MVDR beamforming

cgmm_mvdr

chime4-nn-mask

Implementation of NN based mask estimator in pytorch