Archives – JERRYLSU

Feb 20, 2024: GPT Training
Feb 20, 2024: Nucleus Sampling Top-p Sampling
Jan 04, 2024: CLIP
Jul 13, 2023: Concurrent http requests using asyncio and aiohttp
Apr 29, 2023: SELF-INSTRUCT: Aligning Language Model with Self Generated Instructions
Jan 05, 2023: Rust closure
Jan 05, 2023: Rust [] vs &[] vs vec![]
Jan 05, 2023: Rust self vs &self vs &mut self
Dec 20, 2022: Rust in JupyterLab
Dec 16, 2022: Brackets Matching
Nov 03, 2022: Paddle adversarial train
Sep 25, 2022: Python docx using lxml
Jul 28, 2022: Multiprocessing in FastAPI
Jul 28, 2022: asyncio get_event_loop vs get_running_loop
Jul 19, 2022: FastAPI for CPU-Bound Task
May 10, 2022: Longformer Torch2Paddle
May 09, 2022: Base64-encode-decode
May 07, 2022: Paddle.nn.functional.unfold
May 04, 2022: Pytorch tensor.stride & tensor.as_strided
May 03, 2022: Pytorch View vs Reshape
May 02, 2022: pytorch.nn.functional.pad
Apr 24, 2022: Image tilt correction
Mar 23, 2022: Joblib parallel
Feb 27, 2022: Creating folds properly
Feb 22, 2022: Longformer BigBird
Feb 22, 2022: Mapping chars and words to tokens
Feb 18, 2022: Feedback prize evaluating student writing
Jan 06, 2022: Scipy stats
Jan 05, 2022: Binomial distribution
Nov 26, 2021: Numpy [None, …]
Nov 24, 2021: Hierarchical Position Embedding
Nov 24, 2021: Paddle dtype
Nov 23, 2021: Tokenizer offerset mapping
Nov 16, 2021: paddle implements torch.repeat_interleave/K.repeat_elements using paddle.reshape & paddle.tile
Nov 15, 2021: Mac m1 install Paddle
Nov 02, 2021: Pandas-regex
Nov 01, 2021: Pandas-list-mapping
Oct 01, 2021: Data EDA
Sep 27, 2021: Pandas-to-csv
Sep 23, 2021: Bert as Service
Sep 17, 2021: Faiss
Sep 16, 2021: Docker Python Mysql
Sep 04, 2021: Docker build
Sep 04, 2021: Docker export vs commit
Sep 04, 2021: Docker Build GPU Base Image
Aug 26, 2021: Cross Entropy
Aug 26, 2021: Python - setdefault
Aug 20, 2021: NLP Unicode Tokenizer Mapping
Aug 12, 2021: Numpy np.where
Aug 05, 2021: Python Encode Decode
Aug 05, 2021: Python -m
Jul 26, 2021: Text-Generation
Jun 24, 2021: Jmeter
Apr 12, 2021: Git LFS Bandwidth Issue
Apr 02, 2021: Python Coroutine
Mar 28, 2021: Apache2 MacOS
Mar 28, 2021: Isso-Comment-Server
Mar 23, 2021: Apache2 Deploy Multi-sites
Mar 22, 2021: Python Blinker
Mar 04, 2021: Scatter_nd
Feb 25, 2021: Pointer Networkers
Feb 24, 2021: Sliding Window
Feb 24, 2021: Utterance Rewriter
Feb 22, 2021: Numpy Indexing
Feb 22, 2021: Viterbi Algorithm
Feb 18, 2021: HMM Viterbi Algorithm
Feb 14, 2021: Capsule Networkers
Feb 07, 2021: Pytorch fancy indexing
Feb 04, 2021: ConditionalRandomField
Jan 18, 2021: tensor.detach/torch.detach_/torch.data
Jan 14, 2021: torch.lt/torch.gt/torch.le/torch.ge/torch.ne
Jan 14, 2021: BertForQuestionAnswering
Jan 07, 2021: Pytorch-create-tensor
Jan 07, 2021: batch padding
Jan 05, 2021: Python dataclasses
Jan 04, 2021: torch.rand/randn/randint
Jan 04, 2021: torch.nn.CrossEntropyLoss
Jan 04, 2021: Python - typing
Jan 02, 2021: Google-android
Dec 30, 2020: Python - Generator
Dec 30, 2020: Python - Iterable vs Iterator
Dec 24, 2020: Python - os
Dec 20, 2020: Python Requests
Dec 20, 2020: Python Decorator
Dec 18, 2020: Python Built-in Functions
Dec 09, 2020: CategoricalCrossentropy VS SparseCategoricalCrossentropy
Dec 03, 2020: tf.not_equal/reduce_any/boolean_mask
Dec 03, 2020: Python - list.index
Nov 23, 2020: tf.broadcast_to
Nov 23, 2020: tf.concat/split/stack
Nov 23, 2020: tf.transpose/expand_dims/squeeze
Nov 23, 2020: tf.math
Nov 19, 2020: Convert pytorch checkpoint to tensorflow2
Nov 19, 2020: CMRC Metric
Nov 03, 2020: JDMDC2020
Sep 23, 2020: Deploy model in production
Jul 26, 2020: NLP Resources
Jul 22, 2020: Pytorch Transformer
Jul 21, 2020: Pytorch contiguous
Jul 11, 2020: 【NLP】Teacher Forcing
Jun 25, 2020: Pytorch distributed train
Jun 11, 2020: Iterator
May 21, 2020: 【RL】Reinforcement Learning
May 20, 2020: A* Heuristic Algorithm
May 19, 2020: Sort
May 09, 2020: C++
May 09, 2020: LinkedList
May 06, 2020: 【RL】Q Learning
Apr 28, 2020: Algorithms
Apr 13, 2020: 【RL】User Simulator
Apr 09, 2020: BackTracking
Mar 28, 2020: NLP Attention
Mar 28, 2020: 【NLP】BERT
Mar 24, 2020: 【NLP】ELMo
Mar 12, 2020: 【RL】Policy Gradient
Mar 11, 2020: 【NLP】RASA Issues
Mar 10, 2020: CNN
Mar 08, 2020: Deploy my blog quickly
Mar 06, 2020: 【NLP】RASA Dialogue Transformers
Mar 05, 2020: 【NLP】RASA Featurizer
Jan 23, 2020: 【NLP】Embedding
Jan 23, 2020: 【NLP】GlobalAveragePooling1D
Jan 18, 2020: Cross Validation-CV
Dec 23, 2019: Docker
Dec 22, 2019: Conda
Dec 07, 2019: Logistic Regression
Jul 20, 2019: Spark
Jul 19, 2019: Spark Partitions with Coalesce and Repartition
Jul 17, 2019: Scala Tips
Jul 16, 2019: Spark Tips
Jul 12, 2019: Scala Collection
Jul 02, 2019: Automated Feature Engineering: Featuretools
Jul 01, 2019: PCA
Jun 26, 2019: SQLite Full-text Search
Jun 23, 2019: L1 and L2 Regularization
Jun 22, 2019: Bias vs Variance
Jun 18, 2019: Topological Sorting
Jun 16, 2019: Breadth First Search
Jun 08, 2019: GBDT
Jun 01, 2019: Dynamic Programming
May 24, 2019: Closure
May 23, 2019: Passing a function as an argument: Lambda Function
May 23, 2019: Using groupBy on multiple columns
Apr 26, 2019: Python Object and Reference
Apr 24, 2019: Cygwin
Apr 17, 2019: Case Class vs Class
Apr 17, 2019: Singleton & Companion Object
Apr 15, 2019: Binary Tree
Apr 13, 2019: Auto-generated subtitles for any video
Apr 12, 2019: Using loguru and notifiers instead of logging
Apr 12, 2019: Checking DataFrame/Series missing values
Apr 08, 2019: Binary Search
Mar 28, 2019: Python email
Mar 28, 2019: Python logging
Mar 21, 2019: Spark SQL Join
Mar 11, 2019: Spark: Shuffling and Partitioning
Feb 28, 2019: Scala with Gradle in Intellij
Feb 26, 2019: Debugging Spark Application
Jan 25, 2019: Linux
Jan 13, 2019: Scala
Jan 03, 2019: Spark RDD
Dec 05, 2018: Adaboost
Dec 04, 2018: CART
Dec 03, 2018: Information Theory
Nov 17, 2018: Data Structure and Algorithm in Python
Oct 13, 2018: Hexo blog sync and migration
Oct 08, 2018: Leetcode Index
Oct 04, 2018: Vim
Oct 03, 2018: Building Python Package with Pybuilder
Oct 03, 2018: Git
Sep 16, 2018: Keeping a fork synced with the origin repo