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Showing 22 open source projects for "grad"
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Advanced AI explainability for PyTorch
Advanced AI Explainability for computer vision
pytorch-grad-cam is an open-source library that provides advanced explainable AI techniques for interpreting the predictions of deep learning models used in computer vision. The project implements Grad-CAM and several related visualization methods that highlight the regions of an image that most strongly influence a neural network’s decision. -
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JAX
Composable transformations of Python+NumPy programs
...It can differentiate through loops, branches, recursion, and closures, and it can take derivatives of derivatives of derivatives. It supports reverse-mode differentiation (a.k.a. backpropagation) via grad as well as forward-mode differentiation, and the two can be composed arbitrarily to any order. What’s new is that JAX uses XLA to compile and run your NumPy programs on GPUs and TPUs. Compilation happens under the hood by default, with library calls getting just-in-time compiled and executed. But JAX also lets you just-in-time compile your own Python functions into XLA-optimized kernels using a one-function API, jit. ... -
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FairScale
PyTorch extensions for high performance and large scale training
FairScale is a collection of PyTorch performance and scaling primitives that pioneered many of the ideas now used for large-model training. It introduced Fully Sharded Data Parallel (FSDP) style techniques that shard model parameters, gradients, and optimizer states across ranks to fit bigger models into the same memory budget. The library also provides pipeline parallelism, activation checkpointing, mixed precision, optimizer state sharding (OSS), and auto-wrapping policies that reduce... -
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ELI5
A library for debugging/inspecting machine learning classifiers
ELI5 is a Python library designed to help developers interpret, debug, and explain the predictions of machine learning models. The project focuses on improving model transparency by providing tools that visualize feature importance and prediction reasoning. It supports several popular machine learning frameworks including scikit-learn, XGBoost, LightGBM, CatBoost, and Keras. The library allows users to inspect model weights, analyze decision trees, and compute permutation feature importance... -
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Math AI Mockup Expression Parser
Small but powerful, learns formulas and parses expressions swiftly
I spent 8 months from late September to about the end of May working on an expression parser in C# that be taught formulas and learn them sort of like an AI system, also lets you add variables at will. Has full access to all math functions with endless additional variables to solve with or for. Also has memory like a calculator, a converter for DEG/RAD/GRAD, a programming calculator, and a built in console to load a formula by its name rather than searching for it in the list. -
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GKK - GPX KurvenKoeffizientenBerechner. Berechnet aus einer vorliegenden GPX-Datei die Summe der Kurven pro km. Kommandozeilenbasierte Anwendung.
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Resume
A resume for Monte Cruz Gregory, Computer Science grad at Manchester C
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galculator
galculator is a scientific calculator in algebraic mode and RPN
galculator is a GTK 2 / GTK 3 based scientific calculator supporting algebraic mode as well as RPN. Features include arithmetic precedence handling, mathematical functions, different number bases (DEC, HEX, BIN, OCT) and angle bases (radiant, degree, and grad). Please note: This project page at sf.net reflects the state of the project up to August 2015. Beginning in September 2015, the project homepage was moved to http://galculator.mnim.org, with the source code repositories and issue trackers hosted at https://github.com/galculator/galculator. -
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Evola
A videogame about the wonders of operating system concepts.
...Operating system constructs like signals, files and network ports are represented by objects in this world, and their usage is exposed to running programs by their presence. STORY: EvulOS was invented by a grad student for his thesis, and later gained government research funding. But its inventor is not the only one working on it. A secret organization has copied his operating system, launching a plot to destroy the digital infrastructure of modern society. A committee organized to coordinate the handling of this crisis has hired an expert videogamer (the player) to prevent that evil plan from coming to fruition. -
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UM Grad Admit
UM Admissions Website - MIS 419 Semester Project
A working version is here: http://umgradadmit.sourceforge.net/ A short video describing features is at: http://youtu.be/ZU5NBDq2RjI -
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Nice looking calculator using Reverse Polish Notation (RPN) written for Windows. It supports DEC, HEX, BIN, OCT numbers, GRAD, RAD and DEG.
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Registration
Registers students for classes
Reads in students from the StudentNames.txt and courses from the CourseNames.txt. You can edit the two text files but they must be written a specific way StudentNames student id studentname int grad true(1)/false(0) CourseNames Short Course Name (1302 RHET) Full Course Name (Composition II) int grad true(1)/false(0) int min amt of students to make int max amt of students allowed It allows the user to register students for classes. Where grad students can only register for 6 hours and undergrad for 12 hours. You can see the students information (i.e name, grad/undergrad, courses in, hours). ... -
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jNetStream is a sniffer and a protocol analyzer. Includes applications and library. 100s of protocols are defined. Includes scripting. It is appropriate for custom protocol development, grad students, and network teachers/professors. Full SDK included.
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GRad is a standalone solar radiation model, programmed in Java. It is capable of the calculation of potential (clear sky) and actual (real sky) irradiance and total irradiation for single and multiple geographical locations. Note that, while fully functional, this application is currently not developed any further.
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GWUS stands for grad write up system and is web based software that is designed to allow easy collection of grad write up's and quotes.
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This is a community project, written in php based on MYSQL. Features will be: Blogging, OnlineNewspaper, Private Sites, Messaging, Chatting etc.
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Undecided project which will use webservices to either track flight information and plot on a globe or track weather information and plot on a globe. This might be combined. This project is for PSU grad school.
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grad-api
Summer 2024 internship (mentor: S. Mishurov)
Flask MVP API predicting number of failing grades on the exam -
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GradGfxProjects
For our grad graphics class...
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