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Repository Index
47,133 repositories indexed
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In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
Algorithms & Data structures in C++.
A list of D3 libraries, plugins and utilities
R for data science: a book
- book
- bookdown
- data-science
- r
Solutions to LeetCode by Swift
A curated list of awesome Jupyter projects, libraries and resources
- jupyter-notebook
- jupyter
- jupyterhub
- jupyterlab
A curated list of awesome data visualization libraries and resources.
MiniOB is a compact database that assists developers in understanding the fundamental workings of a database.
- database
- learn-to-database
- mini-database
- classroom
A curated list of awesome responsible machine learning resources.
- fairness
- xai
- interpretability
- transparency
Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set
- python
- sorted
- list
- dict
A library of common data structures and algorithms written in C.
- algorithm
- data-structures
- c
- library
KTH Algorithm Competition Template Library (... eller KTHs AC-tillverkande lapp)
- algorithm
- contest
- cpp
- data-structures
:earth_americas: machine learning tutorials (mainly in Python3)
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
- machine-learning
- deep-learning
- lstm
- human-activity-recognition
:electric_plug: Everything you need to know to create offline-first web apps.
- offline-first
- service-worker
- offline-data
- appcache
A curated list of awesome tools for SQLAlchemy
- python
- sqlalchemy
- rdbms
- databases
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
[Legacy] Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..
- templates
- opensource
- naas
- notebooks-templates
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
- ai
- fairness-ai
- fairness
- fairness-testing
Master repository for the JGraphT project
- graph-algorithms
- graph-theory
- data-structures
- datastructures
A curated list of resources for Learning with Noisy Labels
- noisy-labels
- label-noise
- deep-neural-networks
- noisy-data
Ruby algorithms and data structures. C extensions
A directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources. https://docs.getgrist.com/doc/gSscJkc5Rb1Rw45gh1o1Yc
- sustainability
- photovoltaic
- energy-consumption
- energy