Samitha Jayaweera's repositories

Adv_Fin_ML_Exercises

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

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ar-cutpaste

Cut and paste your surroundings using AR

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audio-super-res

Audio super resolution using neural networks

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AugurSense

Camera based Ground Mapped Real-time Analytics on Movements of People

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automl

Google Brain AutoML

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consistent_depth

We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.

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CPCProt

Parameter-efficient embeddings for proteins, pretrained using a contrastive loss.

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DALL-E

PyTorch package for the discrete VAE used for DALL·E.

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DALLE-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

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Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.

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Face-Recognition-Cpp

Large input size REAL-TIME Face Detector on Cpp. It can also support face verification using MobileFaceNet+Arcface with real-time inference. 480P Over 30FPS on CPU!

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FacebookDecadeCorpora

Two large language corpora extracted from Facebook, focused primarily on Sinhala text. Timestamped statuses with origin markers. Rudimentary stopwords list included.

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fineract

Apache Fineract

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forecasting

Time Series Forecasting Best Practices & Examples

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GPTNeo

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

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MachineRay

This is a project that uses AI to create abstract art. It is released under the CC BY-NC-SA license. See License.txt for details.

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mlfinlab

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

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multi-model-server

Multi Model Server is a tool for serving neural net models for inference

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neural-style-pt

PyTorch implementation of neural style transfer algorithm

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neural_prophet

NeuralProphet - a Neural Network based Time-Series model

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NISER

Using SR-GNN to implement "NISER: Normalized Item and Session Representations to Handle Popularity Bias"

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pScrobbler

A last.fm scrobbler and viewer for Android

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Signal-Server

Server supporting the Signal Private Messenger applications on Android, Desktop, and iOS

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spleeter

Deezer source separation library including pretrained models.

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stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

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taproot-workshop

Taproot & Schnorr Python Library & Documentation.

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tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

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tensortrade

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

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