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assignment-wtw

author_attribution

Author attribution analysis using n-gram convolutional neural networks and support vector machines.

authorship

An authorship attribution system based on a machine learning model using syntactic linguistic information as a feature set.

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

computer-vision

Building & Deploying Computer Vision Models

data-analysis

deep-portfolio-management

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

economic-data

Python programs for constructing various economic datasets

eigen-portfolio

Unsupervised machine learning Principal Component Analysis (PCA) on the Dow Jones Industrial Average index and it's respective 30 stocks to construct an optimized diversified intelligent portfolio.

eigen-portfolio-construction2

finquant

A program for financial portfolio management, analysis and optimisation.

finrl

FinRL: Financial Reinforcement Learning. 🔥

lesego94

Config files for my GitHub profile.

lesego94.github.io

A Jekyll version of the Clean Blog theme by Start Bootstrap

lightweight-crocodile-pose-estimation.pytorch

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

lstm_rnn_tutorials_with_demo

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

machine-learning

Collection of various Machine learning projects

mit_805-assignment

mit_807

Multi-transformer portfolio optimization

mit_808_streamlit

Streamlit deployment for MIT 808

muliti-transformer

Multi-transformer portfolio optimization

patchtst

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

portfolio_optimization_ga

Portfolio Optimization with genetic algorithms

spacetimeformer

Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."

stock-prediction-models

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

streamlit_prophet

Streamlit app to train, evaluate and optimize a Prophet forecasting model.

tensorflow-1-public

writing-styles-classification-using-stylometric-analysis

✍️ An intelligent system that takes a document and classifies different writing styles within the document using stylometric techniques.

yolo-interface-using-streamlit

A web interface for real-time yolo inference using streamlit. It supports CPU and GPU inference, supports both images and videos and uploading your own custom models.

yolov5-streamlit-deployment

A Steamlit template for YOLOv5