ai-stuff Goto Github PK

2018aicity_teamuw

The winning method in Track 1 and Track 3 at the 2nd AI City Challenge Workshop in CVPR 2018 - Official Implementation

3d-machine-learning

A resource repository for 3D machine learning

active-portfolio-management-notes

Notes for Active Portfolio Management, by Grinold and Kahn

adam_to_sgd

Tensorflow-Keras callback implementing arXiv 1712.07628

addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

adv_fin_ml_exercises

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

agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

aialpha

Use unsupervised and supervised learning to predict stocks

alpha-mind

quantitative security portfolio analysis

alphalens

Performance analysis of predictive (alpha) stock factors

alphatools

Quantitative finance research tools in Python

alternative-and-responsible-investments

Code and support files for ICM296 - Alternative and Responsible Investments

analyzingalpha

applied_computational_economics_and_finance

ECON457 2018 Applied Computational Economics and Finance

aptos_2019

(Tweaked the model a bit but it gets high performance when the layers are played around with)

arima-lstm-hybrid-corrcoef-predict

Applied an ARIMA-LSTM hybrid model to predict future price correlation coefficients of two assets

asp

2019-20 Module 1 (Fall), Applied Stochastic Processes

awesome-google-colab

Google Colaboratory Notebooks and Repositories (by @firmai)

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

basics

📚 Learn ML with clean code, simplified math and illustrative visuals.

beednn

DNN library from scratch in C++, and a GUI in Qt

blog

Source code for my personal blog

bulbea

:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

business-analytics-and-mathematics-python-book

Advanced Business Analytics and Mathematics with Python (by @firmai)

business-datasets

A selection of business datasets

business-machine-learning

A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations (by @firmai)

c-ms-celeb

A clean version (wash list) of MS-Celeb-1M face dataset, containing 6,464,018 face images of 94,682 celebrities

cartoonize

A demo webapp to convert images and videos into cartoon!

catalyst

Accelerated deep learning R&D

cbnn_sem_loss_convergence

Code accompanying arXiv:2008.13038