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use numpy, scipy, and tensorflow to implement these basic ML model and learning algorithm
Productivity Tools for Plotly + Pandas
General Assembly's 2015 Data Science course in Washington, DC
For extensive instructor led learning
Towards deepfake detection that actually works
Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes
Implementation of Deep Fakes algorithm,in tensorflow
jupyter
Community translations of TensorFlow documentation
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
Python Extreme Learning Machine (ELM) is a machine learning technique used for classification/regression tasks.
Extreme Learning Machine implemented in Pytorch
Extreme Learning Machine with TensorFlow
Common financial risk and performance metrics. Used by zipline and pyfolio.
Deep fake ready to train on any 2 pair dataset with higher resolution
Learning to detect fake face images in the wild. We use a deep fully convolutional network based on Siamese network and contrastive loss.
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
Research in investment finance with Python Notebooks
understanding concepts of econophysics with stock market data
Collection of notebooks about quantitative finance, with interactive python code.
Python library for backtesting trading strategies & analyzing financial markets (formerly pythalesians)
Mathematical Finance Library: Algorithms and methodologies related to mathematical finance.
Open Data, more than 50 financial data. 提供超過 50 個金融資料,每天更新
Rate model implementations for (adaptive) integrate-and-fire neurons based on the Fokker-Planck equation: (i) numerical (finite volume) solution of the full FP PDE, (ii) low-dim. ODE via spectral decomposition of the FP operator, (iii) low-dim. ODE via a linear-nonlinear cascade semianalytically fit to the FP model.
Numerical integration of Fokker Planck equation
Folium maps examples
Numerically solve the Fokker-Planck equation in N dimensions
Tooling for GANs in TensorFlow
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.