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NovaLand's Projects

adv-alstm icon adv-alstm

Code for paper "Enhancing Stock Movement Prediction with Adversarial Training" IJCAI 2019

alpaca.cpp icon alpaca.cpp

Locally run an Instruction-Tuned Chat-Style LLM

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

barthez icon barthez

A french sequence to sequence pretrained model

credit-decision icon credit-decision

Credit Decision Engine enables non-technical users to easily create and deploy decision algorithms through a drag-and-drop interface. It aims to make algorithmic decision-making accessible without coding skills.

dukascopy-tools icon dukascopy-tools

📥 📈 ⚙️ Download historical price tick data for 800+ instruments (Stocks, Crypto, ETFs, CFDs, Forex) via Node.js and CLI

gbnfgen icon gbnfgen

TypeScript generator for llama.cpp Grammar directly from TypeScript interfaces

gpt4all icon gpt4all

gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue

gpteacher icon gpteacher

A collection of modular datasets generated by GPT-4, General-Instruct - Roleplay-Instruct - Code-Instruct - and Toolformer

marketgan icon marketgan

Implementing a Generative Adversarial Network on the Stock Market

metatrader5-docker icon metatrader5-docker

Metatrader 5 Docker, wine64 and vnc with openbox gui and slim for Authentication pyzmq python3

mlfinlab icon 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.

news-crawl icon news-crawl

News crawling with StormCrawler - stores content as WARC

news-please icon news-please

news-please - an integrated web crawler and information extractor for news that just works

newsfetch icon newsfetch

News API - fetch news from CommonCrawl, parse with NewsPlease, enrich with pre-trained machine-learning models, to structured searchable format

pfhedge icon pfhedge

PyTorch-based framework for Deep Hedging

stable-dreamfusion icon stable-dreamfusion

A pytorch implementation of text-to-3D dreamfusion, powered by stable diffusion.

stock icon stock

Stock Market Prediction Using Unsupervised Features

stock-price-prediction-using-gan icon stock-price-prediction-using-gan

In this project, we will compare two algorithms for stock prediction. First, we will utilize the Long Short Term Memory(LSTM) network to do the Stock Market Prediction. LSTM is a powerful method that is capable of learning order dependence in sequence prediction problems. Furthermore, we will utilize Generative Adversarial Network(GAN) to make the

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