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pyglet
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public |
An interface for developing games and other visually-rich applications
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2025-03-25 |
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aif360
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public |
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.
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2025-03-25 |
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gym
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public |
A toolkit for developing and comparing reinforcement learning algorithms
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2025-03-25 |
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pypng
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public |
Pure Python PNG image encoder/decoder
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2025-03-25 |
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tensorflow-gan
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public |
TF-GAN: A Generative Adversarial Networks library for TensorFlow.
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2025-03-25 |
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dopamine-rl
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public |
Dopamine: A framework for flexible Reinforcement Learning research
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2025-03-25 |
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dowhy
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public |
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions.
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2025-03-25 |
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kfac
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public |
K-FAC: Kronecker-Factored Approximate Curvature
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2025-03-25 |
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mesh-tensorflow
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public |
Mesh TensorFlow - Model Parallelism Made Easier
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2025-03-25 |
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gin-config
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public |
Gin-config: a lightweight configuration library for Python
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2025-03-25 |
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thinc
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public |
thinc: Learn super-sparse multi-class models
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2025-03-25 |
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cython-blis
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public |
Fast matrix-multiplication as a self-contained Python library – no system dependencies!
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2025-03-25 |
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srsly
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public |
Modern high-performance serialization utilities for Python
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2025-03-25 |
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preshed
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public |
Cython Hash Table for Pre-Hashed Keys
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2025-03-25 |
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multicoretsne
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public |
Parallel t-SNE implementation with Python and Torch wrappers.
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2025-03-25 |
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xport
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public |
SAS XPORT file reader
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2025-03-25 |
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image
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public |
Django application that provides cropping, resizing, thumbnailing, overlays and masking for images and videos with the ability to set the center of attention,
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2025-03-25 |
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r-gsynth
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public |
Provides causal inference with interactive fixed-effect models. It imputes counterfactuals for each treated unit using control group information based on a linear interactive fixed effects model that incorporates unit-specific intercepts interacted with time-varying coefficients. This method generalizes the synthetic control method to the case of multiple treated units and variable treatment periods, and improves efficiency and interpretability. This version supports unbalanced panels and implements the matrix completion method. Main reference: Yiqing Xu (2017) <doi:10.1017/pan.2016.2>.
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2025-03-25 |
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r-mscmt
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public |
Three generalizations of the synthetic control method (which has already an implementation in package 'Synth') are implemented: first, 'MSCMT' allows for using multiple outcome variables, second, time series can be supplied as economic predictors, and third, a well-defined cross-validation approach can be used. Much effort has been taken to make the implementation as stable as possible (including edge cases) without losing computational efficiency. A detailed description of the main algorithms is given in Becker and Klößner (2018) <doi:10.1016/j.ecosta.2017.08.002>.
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2025-03-25 |
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r-rcpparmadillo
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public |
'Armadillo' is a templated C++ linear algebra library (by Conrad Sanderson) that aims towards a good balance between speed and ease of use. Integer, floating point and complex numbers are supported, as well as a subset of trigonometric and statistics functions. Various matrix decompositions are provided through optional integration with LAPACK and ATLAS libraries. The 'RcppArmadillo' package includes the header files from the templated 'Armadillo' library. Thus users do not need to install 'Armadillo' itself in order to use 'RcppArmadillo'. From release 7.800.0 on, 'Armadillo' is licensed under Apache License 2; previous releases were under licensed as MPL 2.0 from version 3.800.0 onwards and LGPL-3 prior to that; 'RcppArmadillo' (the 'Rcpp' bindings/bridge to Armadillo) is licensed under the GNU GPL version 2 or later, as is the rest of 'Rcpp'. Note that Armadillo requires a fairly recent compiler; for the g++ family at least version 4.6.* is required.
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2025-03-25 |
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r-microsynth
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public |
A generalization of the 'Synth' package that is designed for data at a more granular level (e.g., micro-level). Provides functions to construct weights (including propensity score-type weights) and run analyses for synthetic control methods with micro- and meso-level data; see Robbins, Saunders, and Kilmer (2017) <doi:10.1080/01621459.2016.1213634>.
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2025-03-25 |
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r-rglpk
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public |
R interface to the GNU Linear Programming Kit. 'GLPK' is open source software for solving large-scale linear programming (LP), mixed integer linear programming ('MILP') and other related problems.
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2025-03-25 |
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r-lowrankqp
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public |
Solves quadratic programming problems where the Hessian is represented as the product of two matrices.
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2025-03-25 |
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r-bibtex
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public |
Utility to parse a bibtex file.
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2025-03-25 |
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r-slam
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public |
Data structures and algorithms for sparse arrays and matrices, based on index arrays and simple triplet representations, respectively.
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2025-03-25 |
