Awesome List Updates on Jul 14, 2017

10 awesome lists updated today.

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1. Awesome Python Scientific Audio

Audio Related Packages / Speech Processing

• PyWorldVocoder (⭐639) 🐙 (⭐639) - Wrapper for Morise's World Vocoder.

2. Awesome Pentest

Reverse Engineering / Reverse Engineering Tools

• Medusa (⭐1k) - Open source, cross-platform interactive disassembler.

3. Awesome Theravada

Academic

• An Introduction to Buddhism - Bhikkhu Pesala provides an overview of the Noble Eightfold Path and several meditation techniques in plain language.

Dhamma Talks / Audio

• dhammatalks.org - English translations of suttas, audio talks, and books by Thanissaro Bhikkhu.

Suttas / Resources

• Access to Insight - Translations of over one thousand suttas from the Pali Canon.

• Dhammapada - Short verses that summarize the essential principles of the Buddha's teachings.

• SuttaCentral - Early Buddhist texts, translations, and parallels in many languages.

Videos / Resources

• Buddhist Society of Western Australia - Dhamma talks by various monastics, including Ajahn Brahm.

• SI Video Wiki - Categorized selection of videos by Yuttadhammo Bhikkhu.

4. Awesome Elm

Learning Guides / Outdated Tutorials and books (Elm 0.18 or earlier)

• Elm Tutorial by Auth0 - A tutorial on building an app in Elm from authentication to calling an API.

5. Awesome Crystal

Third-party APIs

• awscr-s3 (⭐81) - AWS S3 interface

6. Awesome Machine Learning

C++ / General-Purpose Machine Learning

• Distributed Machine learning Tool Kit (DMTK) - A distributed machine learning (parameter server) framework by Microsoft. Enables training models on large data sets across multiple machines. Current tools bundled with it include: LightLDA and Distributed (Multisense) Word Embedding.

JavaScript / General-Purpose Machine Learning

• LDA.js (⭐291) - LDA topic modelling for Node.js

• Node-SVM (⭐296) - Support Vector Machine for Node.js

JavaScript / Misc

• simple-statistics (⭐3.4k) - A JavaScript implementation of descriptive, regression, and inference statistics. Implemented in literate JavaScript with no dependencies, designed to work in all modern browsers (including IE) as well as in Node.js.

Matlab / General-Purpose Machine Learning

• Machine Learning Module (⭐463) - Class on machine w/ PDF, lectures, code

7. Awesome Cryptography

Standalone / Hash functions

• Nipe (⭐1.9k) - Nipe is a script to make Tor Network your default gateway.

8. Awesome Network Analysis

Datasets / Topic-specific

• igraphdata - R data-centric package.

Software / R

• amen - Additive and multiplicative effects models for relational data.

• Bergm - Tools to analyse Bayesian exponential random graph models (BERGM). Related Twitter: @BayesianSNA.

• blockmodeling - Implementats generalized blockmodeling for valued networks.

• bnlearn - Tools for Bayesian network learning and inference (related Shiny app).

• btergm - Tools to fit temporal ERGMs by bootstrapped pseudolikelihood. Also provides MCMC maximum likelihood estimation, goodness of fit for ERGMs, TERGMs, and stochastic actor-oriented models (SAOMs), and tools for the micro-level interpretation of ERGMs and TERGMs.

• GERGM - Estimation and diagnosis of the convergence of Generalized Exponential Random Graph Models (GERGM).

• geomnet - Single-geometry approach to network visualization with ggplot2.

• ggnetwork - Multiple-geometries approach to plot network objects with ggplot2.

• hergm - Estimate and simulate hierarchical exponential-family random graph models (HERGM) with local dependence.

• hierformR – Determine paths and states that social networks develop over time to form social hierarchies.

• influenceR - Compute various node centrality network measures by Burt, Borgatti and others.

• keyplayer - Implements several network centrality measures.

• latentnet - Latent position and cluster models for network objects.

• ndtv - Tools to construct animated visualizations of dynamic network data in various formats.

• netdiffuseR - Tools to analyze the network diffusion of innovations.

• network - Basic tools to manipulate relational data in R.

• networkDynamic - Support for dynamic, (inter)temporal networks.

• networksis - Tools to simulate bipartite networksgraphs with the degrees of the nodes fixed and specified.

• PAFit - Nonparametric estimation of preferential attachment and node fitness in temporal complex networks.

• PCIT - Implements Partial Correlation with Information Theory in order to identify meaningful correlations in weighted networks, such as gene co-expression networks.

• rem - Estimate endogenous network effects in event sequences and fit relational event models (REM), which measure how networks form and evolve over time.

• rgexf - Export network objects from R to GEXF for manipulation with software like Gephi or Sigma.

• sna - Basic network constructors, measures and visualization tools.

• SocialMediaLab - Tools for collecting social media data and generating networks from it (companion website, github repo).

• spnet - Methods for visualizing spatial networks on maps in the sp class.

• tergm - Fit, simulate and diagnose models for temporal exponential-family random graph models (TERGM).

• tnam - Tools to fit temporal and cross-sectional network autocorrelation models (TNAM).

• tnet - Network measures for weighted, two-mode and longitudinal networks.

• tsna - Tools for temporal social network analysis.

• xergm - Extensions of exponential random graph models (ERGM, GERGM, TERGM, TNAM and REM).

Varia / Tutorials

• Tutorial Paper on New Methods for Estimating Psychological Networks.

9. Vertx Awesome

Vert.x Event Bus Clients

• Smalltalk (⭐9)- Event bus client for Pharo Smalltalk using the TCP-based protocol (⭐48).

10. Awesome Aws

Open Source Repos / S3

• jubos/fake-s3 🔥🔥🔥🔥🔥 (⭐2.9k) - Lightweight S3 clone that simulates most commands.

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