Technical experimentations to beat the stock market using deep learning :chart_with_upwards_trend:

Last update: Dec 29, 2022

Overview

DeepStock

Technical experimentations to beat the stock market using deep learning.

Experimentations

Deep Learning Stock Prediction with Daily News Headline Analysis
- An attempt to find the correlation between the daily news headlines and DJIA index.
- More explained in this slide
Automated Trading Bot using Deep Learning
- Predicting a company's stock price based only on the price history of the company.
- Recurrent Neural Networks
- Convolutional Neural Networks
- Deep Q NetWorks
- In-progress
Complex Analysis on Stock using Deep Learning
- Take multiple features into account to predict the value of a company.
- In-progress
Portfolio Management using Deep Learning
- Planned
Macro Economics Analysis
- Currency and Macro-Tracking-ETFs
- Planned

Owner

Keon

GitHub Repository

CVPR 2021 Challenge on Super-Resolution Space

Learning the Super-Resolution Space Challenge NTIRE 2021 at CVPR Learning the Super-Resolution Space challenge is held as a part of the 6th edition of

104 Oct 26, 2022

PyZebrascope - an open-source Python platform for brain-wide neural activity imaging in behaving zebrafish

1 May 31, 2022

Pytorch Implementation of Auto-Compressing Subset Pruning for Semantic Image Segmentation

Pytorch Implementation of Auto-Compressing Subset Pruning for Semantic Image Segmentation Introduction ACoSP is an online pruning algorithm that compr

8 Dec 07, 2022

Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.

Unsupervised Contrastive Learning of Sound Event Representations This repository contains the code for the following paper. If you use this code or pa

81 Dec 22, 2022

Real time sign language recognition

The proposed work aims at converting american sign language gestures into English that can be understood by everyone in real time.

6 Jun 13, 2022

A state-of-the-art semi-supervised method for image recognition

Mean teachers are better role models Paper ---- NIPS 2017 poster ---- NIPS 2017 spotlight slides ---- Blog post By Antti Tarvainen, Harri Valpola (The

1.4k Jan 06, 2023

I tried to apply the CAM algorithm to YOLOv4 and it worked.

YOLOV4：You Only Look Once目标检测模型在pytorch当中的实现 2021年2月7日更新：加入letterbox_image的选项，关闭letterbox_image后网络的map得到大幅度提升。目录性能情况 Performance 实现的内容 Achievement

55 Dec 05, 2022

External Attention Network

Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks paper : https://arxiv.org/abs/2105.02358 EAMLP will come soon Jitto

357 Dec 11, 2022

A copy of Ares that costs 30 fucking dollars.

Finalement, j'ai décidé d'abandonner cette idée, je me suis comporté comme un enfant qui été en colère. Comme m'ont dit certaines personnes j'ai des c

24 Apr 14, 2022

Improving Calibration for Long-Tailed Recognition (CVPR2021)

MiSLAS Improving Calibration for Long-Tailed Recognition Authors: Zhisheng Zhong, Jiequan Cui, Shu Liu, Jiaya Jia [arXiv] [slide] [BibTeX] Introductio

116 Dec 20, 2022

Zsseg.baseline - Zero-Shot Semantic Segmentation

This repo is for our paper A Simple Baseline for Zero-shot Semantic Segmentation

98 Dec 20, 2022

Efficient Multi Collection Style Transfer Using GAN

Proposed a new model that can make style transfer from single style image, and allow to transfer into multiple different styles in a single model.

2 Jan 15, 2022

Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models Benchmark and Efficient Evaluation

Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models Benchmark and Efficient Evaluation This reposi

1 Aug 21, 2022