Over the years, Price2Spy has earned its leading position thanks to many traits. One of those traits is listening to our client’s needs and offering a prompt response. Since many clients have expressed the need to perform imports on their own, we’ve decided to allow...
One of the features that Price2Spy prides itself on is definitely API. We are constantly working on improving all features, so that was the case with API as well. Since we know how popular Python is, we decided to allow Price2Spy API requests through Python. Several...
Our development team were pretty active in previous weeks - and hence Price2Spy got quite a new number of reports / features. Price Competitiveness report is one of our brand new report and implemented in Price2Spy Reports and Dashboard section. From now on, you can select the Price Competitiveness report and...
Product matching in Price2Spy Previous topic: (Part #9) ML does work, but it’s not magic Overall results did vary from one industry to another, from one client to another – is also very much depended on factors N (number of matching candidates) and...
Product matching in Price2Spy Previous topic: (Part #8) Product matching via ML: Testing on various industries/languages Next topic: (Part #10) Product matching via ML: The results Since we said that we cannot afford to have wrong matches in Price2Spy, we were...
Product matching in Price2Spy Previous topic: (Part #7) Product matching via ML: Post-processing Next topic: (Part #9) ML does work, but it’s not magic The Product Matching project had been going on for a while, now was the time to remember our...
Product matching in Price2Spy Previous topic: (Part #6) Evaluating ML training results Next topic: (Part #8) Testing on various industries/languages This part was logically the most difficult to comprehend, at least for me. Let’s give it a try: We have 50K products...
Product matching in Price2Spy Previous topic: (Part #5) ML training Implementation Next topic: (Part #7) Post-processing How do you know if your ML model works fine? The answer is seemingly simple: you run all of the potential matching combinations through Random Forest...
Product matching in Price2Spy Previous topic: (Part #4) Preparing the ML training set Next topic: (Part #6) Evaluating ML training results Our very first implementation step was a bit non-standard. While most of ML is done in Python, Price2Spy is...
Product matching in Price2Spy Previous topic: (Part #3) For ML experts – why is product matching so difficult? Next topic: (Part #5) ML training Implementation This part was particularly tough. When performing the product matching, one would need to...