SaaSHub helps you find the best software and product alternatives Learn more →
Lit Alternatives
Similar projects and alternatives to lit based on common topics and language
-
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠Amazon SageMaker.
-
SurveyJS
Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
-
InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
lit reviews and mentions
-
How to create a broad/representative sample from millions of records?
I'd also suggest looking at your data sample, and how your model handles it, with some kind of exploratory analysis tool. Google's Language Interpretability Tool might work for your scenario. This can give you a lot of ideas about how to prepare the data better.
-
AWS - NLP newsletter November 2021
Visualize and understand NLP models with the Language Interpretability Tool The Language Interpretability Tool (LIT) is for researchers and practitioners looking to understand NLP model behavior through a visual, interactive, and extensible tool. Use LIT to ask and answer questions like: What kind of examples does my model perform poorly on? Why did my model make this prediction? Can it attribute it to adversarial behavior, or undesirable priors from the training set? Does my model behave consistently if I change things like textual style, verb tense, or pronoun gender? LIT contains many built-in capabilities but is also customizable, with the ability to add custom interpretability techniques, metrics calculations, counterfactual generators, visualizations, and more.
-
Are there any tools for seeing / understanding what a fine-tuned BERT model is looking at for a downstream task?
Use LIT https://github.com/PAIR-code/lit
-
A note from our sponsor - SaaSHub
www.saashub.com | 10 May 2024
Stats
PAIR-code/lit is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of lit is TypeScript.
Popular Comparisons
Sponsored