atangfan

coco_dataset_utils

Notebooks and more to help you get started. Including the PyLabeler Jupyter based labeling tool.

Colab_DevCloud_OpenVINO_Samples

這裡分享一些可以從Google Colab或者Intel DevCloud上執行的OpenVINO範例。

convert2Yolo

This project purpose is convert voc annotation xml file to yolo-darknet training file format

convert_yolo_weights

Summary of methods to convert models in Yolo-v4-v3-v2

cs231n.github.io

Public facing notes page

Deep-Portfolio-Management

Source code for the blog post on the evolution of the asset allocation methods

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

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

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

Finance_And_Covid_Tracking_Dashboard

finBERT

Financial Sentiment Analysis with BERT

FX_forecasting_model

Foreign Exchange Forecasting Model created for the paper "Can Interest Rate Factors Explain Rate Fluctuations?"

hgboost

hgboost is a python package for hyper-parameter optimization for xgboost, catboost or lightboost using cross-validation, and evaluating the results on an independent validation set. hgboost can be applied for classification and regression tasks.

HybridNets

HybridNets: End-to-End Perception Network

kapao

KAPAO is a state-of-the-art single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

keras-YOLOv3-model-set

end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies

MIRNet-TFLite-TRT

TensorFlow Lite models for MIRNet for low-light image enhancement.

mtss-gan

MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)

PyPortfolioOpt

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

pytorch-YOLOv4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

QuantumForest

Fast Differentiable Forest lib with the advantages of both decision trees and neural networks

smart-beta-portfolio-optimization

Built a smart beta portfolio and compared it to a benchmark index by calculating the tracking error. Built a portfolio using quadratic programming to optimize the weights..

Stock-Prediction-Models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Stock-Prediction-Portfolio-Optimization

A Streamlit based application to predict future Stock Price and pipeline to let anyone train their own multiple Machine Learning models on multiple stocks to generate Buy/Sell signals. This is a WIP and I will keep on adding new ideas to this in future.

systemd-tiger-vnc-server

This is a whole tutorial to install Xfce desktop environment, TigerVNC and set this as a background service on Ubuntu 18.04

ta

Technical Analysis Library using Pandas and Numpy

tensorflow-yolov4-tflite

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

Time-series-prediction

A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter

Yolo-V5_Object_Detection_Blood_Cell_Count_and_Detection

In this repo, I've trained an object detection model to find the number of RBC, WBC, PLATELETS Count from the microscopic blood-smeared images.

Yolov5

Efficient implementation of YOLOV5 in TensorFlow2

YOLOv5-tf

YOLOv5 implementation using TensorFlow 2