ronakdm / ml-interviewsLinks
Guide to interviewing for industry machine learning roles (data/applied/research scientist, ML engineer, etc).
☆10Updated 2 years ago
Alternatives and similar repositories for ml-interviews
Users that are interested in ml-interviews are comparing it to the libraries listed below
Sorting:
- Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)☆19Updated last year
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆99Updated 5 months ago
- Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…☆108Updated last year
- Implementation of Gradient Information Optimization (GIO) for effective and scalable training data selection☆14Updated 2 years ago
- A collection of demos and utilities prepared ahead of the Vector Institute Privacy Enhancing Techniques (PETs) Bootcamp.☆15Updated 2 years ago
- [ICML 2024] DPZero: Private Fine-Tuning of Language Models without Backpropagation☆13Updated 10 months ago
- Conformal Language Modeling☆31Updated last year
- ☆31Updated 7 months ago
- Interpretable text embeddings by asking LLMs yes/no questions (NeurIPS 2024)☆39Updated 8 months ago
- Code for Language-Interfaced FineTuning for Non-Language Machine Learning Tasks.☆128Updated 8 months ago
- ☆68Updated 2 years ago
- ☆32Updated last year
- `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.☆79Updated last month
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆67Updated 2 years ago
- Efficient empirical NTKs in PyTorch☆18Updated 3 years ago
- ☆19Updated 7 months ago
- ☆233Updated last year
- ☆31Updated last year
- A fast, effective data attribution method for neural networks in PyTorch☆212Updated 8 months ago
- Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (Zhou et al., EMNLP 2024)☆13Updated 9 months ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆31Updated 3 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆79Updated last year
- This repository contains code for the paper "Better Estimation of the KL Divergence Between Language Models"☆9Updated last month
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆74Updated 2 years ago
- ☆70Updated 3 years ago
- ☆32Updated 3 years ago
- ☆123Updated last year
- ☆26Updated 2 years ago
- AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning (Zhou et al.; TACL 2024)☆46Updated last year
- A benchmark for distribution shift in tabular data☆55Updated last year