clear-nus / CS5340-notebooksLinks
Notebooks for CS5340: Uncertainty Modeling in AI at NUS
☆49Updated 5 months ago
Alternatives and similar repositories for CS5340-notebooks
Users that are interested in CS5340-notebooks are comparing it to the libraries listed below
Sorting:
- Stanford CS234 : Reinforcement Learning☆150Updated 5 years ago
- A curated paper list on neural symbolic and probabilistic logic.☆129Updated last year
- ☆28Updated last year
- A curated list of papers and resources about the distribution shift in machine learning.☆120Updated last year
- An index of algorithms for reinforcement learning from human feedback (rlhf))☆92Updated last year
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆74Updated last year
- ☆93Updated 11 months ago
- ☆232Updated last year
- ☆229Updated 2 years ago
- 🌀 Stanford CS 228 - Probabilistic Graphical Models☆121Updated 6 years ago
- Implementation of the methods described in our paper "Explicit Planning Helps Language Models in Logical Reasoning"☆23Updated 2 years ago
- ☆30Updated last year
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆74Updated 2 years ago
- Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…☆106Updated last year
- Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Lear…☆53Updated 2 years ago
- It is a comprehensive resource hub compiling all LLM papers accepted at the International Conference on Learning Representations (ICLR) i…☆63Updated last year
- ☆37Updated 8 months ago
- ☆44Updated 2 years ago
- Fine-tuning large language models with huggingface transformers and deepspeed☆31Updated last year
- Language modeling via stochastic processes. Oral @ ICLR 2022.☆138Updated 2 years ago
- ☆31Updated 3 years ago
- A python package providing a benchmark with various specified distribution shift patterns.☆58Updated last year
- Deep Learning & Information Bottleneck☆60Updated last year
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆66Updated 2 years ago
- Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratc…☆150Updated 2 years ago
- ☆54Updated 7 months ago
- ☆118Updated 2 years ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆141Updated 4 months ago
- ☆40Updated last year
- Auto get diffusion nlp papers in Axriv. More papers Information can be found in another repository "Diffusion-LM-Papers".☆143Updated this week