Summer course on mathematical theory of deep learning
☆54Jul 31, 2019Updated 6 years ago
Alternatives and similar repositories for course.math_theory_nn
Users that are interested in course.math_theory_nn are comparing it to the libraries listed below
Sorting:
- Numerical Experiments☆15Jan 21, 2018Updated 8 years ago
- Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"☆11Apr 15, 2024Updated last year
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 2 years ago
- 🕹 Implementation for the lesson Compiling Engineering(2020 Spring) in Peking University, adjusted from UCLA CS 132 Project.☆10Jun 21, 2020Updated 5 years ago
- ☆10May 16, 2021Updated 4 years ago
- Chaitin-Briggs register-allocation algorithm (LLVM back-end)☆12Jan 6, 2016Updated 10 years ago
- A comprehensive overview of Data Distillation and Condensation (DDC). DDC is a data-centric task where a representative (i.e., small but …☆13Dec 1, 2022Updated 3 years ago
- Paper list for accleration of transformers☆14Jul 1, 2023Updated 2 years ago
- MCM 2017☆17Jan 28, 2017Updated 9 years ago
- ☆16Sep 4, 2023Updated 2 years ago
- 基于FPGA实现用户态中断硬件机制与优化操作系统内核☆10Apr 1, 2025Updated 11 months ago
- Python environment for Chinese Standard Mahjong on Botzone platform.☆14Jan 18, 2021Updated 5 years ago
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Aug 2, 2022Updated 3 years ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Apr 28, 2025Updated 10 months ago
- Framework of pa code for THU compiler principle course.☆13Dec 18, 2019Updated 6 years ago
- [ICML 2019] The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects☆15Apr 12, 2020Updated 5 years ago
- Switch-based Training Acceleration for Machine Learning (SwitchML)☆16Apr 13, 2021Updated 4 years ago
- ☆17Feb 4, 2025Updated last year
- ☆15Jul 13, 2021Updated 4 years ago
- egraphs-good website☆18Oct 9, 2024Updated last year
- A simple containerized application manage system like Kubernetes, but written in Rust☆19Jun 25, 2022Updated 3 years ago
- MiniVM is a virtual machine for executing Eeyore/Tigger IR.☆35Dec 3, 2021Updated 4 years ago
- Personal blog + reading notes on system-ish papers☆15Oct 29, 2023Updated 2 years ago
- [AAAI 2025] Augmenting Math Word Problems via Iterative Question Composing (https://arxiv.org/abs/2401.09003)☆23Oct 2, 2025Updated 5 months ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Feb 23, 2024Updated 2 years ago
- Create tiny ML systems for on-device learning.☆19Jul 14, 2021Updated 4 years ago
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Dec 26, 2023Updated 2 years ago
- Selected Topics in Computer Networks @ Johns Hopkins University☆19Dec 17, 2020Updated 5 years ago
- High performance NCCL plugin for Bagua.☆15Sep 15, 2021Updated 4 years ago
- summer school materials☆46Aug 4, 2023Updated 2 years ago
- This is the official implementation for our ACL 2024 paper: "Causal Estimation of Memorisation Profiles".☆24Mar 25, 2025Updated 11 months ago
- ☆50Oct 24, 2023Updated 2 years ago
- [ICLR 2026] PSFT is a trust-region–inspired fine-tuning objective that views SFT as a policy gradient method with constant advantages, co…☆36Sep 9, 2025Updated 5 months ago
- [ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training☆23Oct 17, 2022Updated 3 years ago
- ☆27Mar 2, 2023Updated 3 years ago
- Software used for papers published by CAUSALab members☆11Oct 23, 2025Updated 4 months ago
- Distributed consensus system with Map interface based on Apache Ratis☆28Nov 27, 2023Updated 2 years ago
- Privacy Budget Orchestration in Machine Learning Workloads (OSDI '21)☆26Oct 20, 2023Updated 2 years ago
- Seminar on Selected Tools☆24May 20, 2018Updated 7 years ago